Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor 2025-12 The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India text conference publication 979-8-89176-303-6 findings-2025-ijcnlp 10.18653/v1/2025.findings-ijcnlp.0 https://aclanthology.org/2025.findings-ijcnlp.0/ MPF: Aligning and Debiasing Language Models post Deployment via Multi-Perspective Fusion Xin Guan author Pei-Hsin Lin author Zekun Wu author Ze Wang author Ruibo Zhang author Emre Kazim author Adriano Koshiyama author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 guan-etal-2025-mpf 10.18653/v1/2025.findings-ijcnlp.1 https://aclanthology.org/2025.findings-ijcnlp.1/ 2025-12 1 27 Generalizing to Unseen Disaster Events: A Causal View Philipp Seeberger author Steffen Freisinger author Tobias Bocklet author Korbinian Riedhammer author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 seeberger-etal-2025-generalizing 10.18653/v1/2025.findings-ijcnlp.2 https://aclanthology.org/2025.findings-ijcnlp.2/ 2025-12 28 37 Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs Peng Yifeng author Zhizheng Wu author Chen Chen author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 yifeng-etal-2025-swallowing 10.18653/v1/2025.findings-ijcnlp.3 https://aclanthology.org/2025.findings-ijcnlp.3/ 2025-12 38 55 Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt Qingcheng Zeng author Guanhong Liu author Zhaoqian Xue author Diego Ford author Rob Voigt author Loni Hagen author Lingyao Li author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 zeng-etal-2025-sympathy 10.18653/v1/2025.findings-ijcnlp.4 https://aclanthology.org/2025.findings-ijcnlp.4/ 2025-12 56 68 LLMs as Architects and Critics for Multi-Source Opinion Summarization Anuj Attri author Arnav Attri author Suman Banerjee author Amey Patil author Muthusamy Chelliah author Nikesh Garera author Pushpak Bhattacharyya author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 attri-etal-2025-llms 10.18653/v1/2025.findings-ijcnlp.5 https://aclanthology.org/2025.findings-ijcnlp.5/ 2025-12 69 101 Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning Po-Chun Chen author Hen-Hsen Huang author Hsin-Hsi Chen author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 chen-etal-2025-diverge 10.18653/v1/2025.findings-ijcnlp.6 https://aclanthology.org/2025.findings-ijcnlp.6/ 2025-12 102 115 Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation Donghyeon Ko author Sohee Yang author Donghyun Kwak author Sang-Woo Lee author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 ko-etal-2025-building 10.18653/v1/2025.findings-ijcnlp.7 https://aclanthology.org/2025.findings-ijcnlp.7/ 2025-12 116 131 Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection Abhinav Lalwani author Tasha Kim author Lovish Chopra author Christopher Hahn author Zhijing Jin author Mrinmaya Sachan author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 lalwani-etal-2025-autoformalizing 10.18653/v1/2025.findings-ijcnlp.8 https://aclanthology.org/2025.findings-ijcnlp.8/ 2025-12 132 147 Atomic Calibration of LLMs in Long-Form Generations Caiqi Zhang author Ruihan Yang author Zhisong Zhang author Xinting Huang author Sen Yang author Dong Yu author Nigel Collier author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 zhang-etal-2025-atomic 10.18653/v1/2025.findings-ijcnlp.9 https://aclanthology.org/2025.findings-ijcnlp.9/ 2025-12 148 169 Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo author Myrl G Marmarelis author Fred Morstatter author Kristina Lerman author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 guo-etal-2025-estimating 10.18653/v1/2025.findings-ijcnlp.10 https://aclanthology.org/2025.findings-ijcnlp.10/ 2025-12 170 190 AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection Tiankai Yang author Junjun Liu author Michael Siu author Jiahang Wang author Zhuangzhuang Qian author Chanjuan Song author Cheng Cheng author Xiyang Hu author Yue Zhao author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 yang-etal-2025-ad-agent 10.18653/v1/2025.findings-ijcnlp.11 https://aclanthology.org/2025.findings-ijcnlp.11/ 2025-12 191 205 LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities Kalyan Nakka author Jimmy Dani author Ausmit Mondal author Nitesh Saxena author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 nakka-etal-2025-litelmguard 10.18653/v1/2025.findings-ijcnlp.12 https://aclanthology.org/2025.findings-ijcnlp.12/ 2025-12 206 223 “Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection Muhammad Haroon author Magdalena Wojcieszak author Anshuman Chhabra author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 haroon-etal-2025-whose 10.18653/v1/2025.findings-ijcnlp.13 https://aclanthology.org/2025.findings-ijcnlp.13/ 2025-12 224 243 AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation Jundai Suzuki author Ryoma Ishigaki author Eisaku Maeda author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 suzuki-etal-2025-anatom 10.18653/v1/2025.findings-ijcnlp.14 https://aclanthology.org/2025.findings-ijcnlp.14/ 2025-12 244 257 Information-theoretic Distinctions Between Deception and Confusion Robin Young author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 young-2025-information 10.18653/v1/2025.findings-ijcnlp.15 https://aclanthology.org/2025.findings-ijcnlp.15/ 2025-12 258 268 Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition Atanu Mandal author Madhusudan Ghosh author Pratick Maiti author Sudip Kumar Naskar author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 mandal-etal-2025-whispering 10.18653/v1/2025.findings-ijcnlp.16 https://aclanthology.org/2025.findings-ijcnlp.16/ 2025-12 269 278 Multilingual Political Views of Large Language Models: Identification and Steering Daniil Gurgurov author Katharina Trinley author Ivan Vykopal author Josef Van Genabith author Simon Ostermann author Roberto Zamparelli author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 gurgurov-etal-2025-multilingual 10.18653/v1/2025.findings-ijcnlp.17 https://aclanthology.org/2025.findings-ijcnlp.17/ 2025-12 279 298 Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization Iñigo Pikabea author Iñaki Lacunza author Oriol Pareras Velasco author Carlos Escolano author Aitor Gonzalez-Agirre author Javier Hernando author Marta Villegas author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pikabea-etal-2025-breaking 10.18653/v1/2025.findings-ijcnlp.18 https://aclanthology.org/2025.findings-ijcnlp.18/ 2025-12 299 337 XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification Sachin Yadav author Dominik Schlechtweg author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 yadav-schlechtweg-2025-xl 10.18653/v1/2025.findings-ijcnlp.19 https://aclanthology.org/2025.findings-ijcnlp.19/ 2025-12 338 351 HalluCounter: Reference-free LLM Hallucination Detection in the Wild! Ashok Urlana author Gopichand Kanumolu author Charaka Vinayak Kumar author Bala Mallikarjunarao Garlapati author Rahul Mishra author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 urlana-etal-2025-hallucounter 10.18653/v1/2025.findings-ijcnlp.20 https://aclanthology.org/2025.findings-ijcnlp.20/ 2025-12 352 383 Intrinsic Linguistic Bias in Formal vs. Informal Bengali Pragmatics with Progressive Context Inflation Md Tanzib Hosain author Md Kishor Morol author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 hosain-morol-2025-intrinsic 10.18653/v1/2025.findings-ijcnlp.21 https://aclanthology.org/2025.findings-ijcnlp.21/ 2025-12 384 396 Enhancing LLM-Based Molecular Captioning with Molecular Fingerprints Keisuke Mizutani author Koriki Ryonosuke author Kento Tokuyama author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 mizutani-etal-2025-enhancing 10.18653/v1/2025.findings-ijcnlp.22 https://aclanthology.org/2025.findings-ijcnlp.22/ 2025-12 397 410 SiLQ: Simple Large Language Model Quantization-Aware Training Steven K Esser author Jeffrey L McKinstry author Deepika Bablani author Rathinakumar Appuswamy author Dharmendra Modha author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 esser-etal-2025-silq 10.18653/v1/2025.findings-ijcnlp.23 https://aclanthology.org/2025.findings-ijcnlp.23/ 2025-12 411 422 Teaching by Failure: Counter-Example–Driven Curricula for Transformer Self-Improvement Harshil Vejendla author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 vejendla-2025-teaching 10.18653/v1/2025.findings-ijcnlp.24 https://aclanthology.org/2025.findings-ijcnlp.24/ 2025-12 423 431 SemShareKV: Efficient KVCache Sharing for Semantically Similar Prompts via Token-Level LSH Matching Xinye Zhao author Spyridon Mastorakis author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 zhao-mastorakis-2025-semsharekv 10.18653/v1/2025.findings-ijcnlp.25 https://aclanthology.org/2025.findings-ijcnlp.25/ 2025-12 432 445 RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling Harshil Vejendla author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 vejendla-2025-rewritenets 10.18653/v1/2025.findings-ijcnlp.26 https://aclanthology.org/2025.findings-ijcnlp.26/ 2025-12 446 451 When in Doubt, Ask First: A Unified Retrieval Agent-Based System for Ambiguous and Unanswerable Question Answering Long S T Nguyen author Quynh T N Vo author Hung C Luu author Tho T Quan author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 nguyen-etal-2025-doubt 10.18653/v1/2025.findings-ijcnlp.27 https://aclanthology.org/2025.findings-ijcnlp.27/ 2025-12 452 472 Smruti: Grammatical Error Correction for Gujarati using LLMs with Non-Parametric Memory Vrund Dobariya author Jatayu Baxi author Bhavika Gambhava author Brijesh Bhatt author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 dobariya-etal-2025-smruti 10.18653/v1/2025.findings-ijcnlp.28 https://aclanthology.org/2025.findings-ijcnlp.28/ 2025-12 473 485 R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs Sumin Jo author Junseong Choi author Jiho Kim author Edward Choi author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 jo-etal-2025-r2 10.18653/v1/2025.findings-ijcnlp.29 https://aclanthology.org/2025.findings-ijcnlp.29/ 2025-12 486 509 Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis Zhiqiang Shi author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 shi-2025-data 10.18653/v1/2025.findings-ijcnlp.30 https://aclanthology.org/2025.findings-ijcnlp.30/ 2025-12 510 522 LLM-based Business Process Models Generation from Textual Descriptions Xiaoxuan Li author Lin Ni author Xin Wang author Tang Yitong author Ruoxuan Li author Jiamou Liu author Zhongsheng Wang author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 li-etal-2025-llm-based-business 10.18653/v1/2025.findings-ijcnlp.31 https://aclanthology.org/2025.findings-ijcnlp.31/ 2025-12 523 533 Quriosity: Analyzing Human Questioning Behavior and Causal Inquiry through Curiosity-Driven Queries Roberto Ceraolo author Dmitrii Kharlapenko author Ahmad Khan author Amélie Reymond author Rada Mihalcea author Bernhard Schölkopf author Mrinmaya Sachan author Zhijing Jin author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 ceraolo-etal-2025-quriosity 10.18653/v1/2025.findings-ijcnlp.32 https://aclanthology.org/2025.findings-ijcnlp.32/ 2025-12 534 563 Distillation versus Contrastive Learning: How to Train Your Rerankers Zhichao Xu author Zhiqi Huang author Shengyao Zhuang author Vivek Srikumar author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 xu-etal-2025-distillation 10.18653/v1/2025.findings-ijcnlp.33 https://aclanthology.org/2025.findings-ijcnlp.33/ 2025-12 564 578 A Word-Splitting Approach to Kannada Sanskrit Sandhi Words Useful in Effective English Translation Shanta Kallur author Basavaraj S Anami author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kallur-anami-2025-word 10.18653/v1/2025.findings-ijcnlp.34 https://aclanthology.org/2025.findings-ijcnlp.34/ 2025-12 579 588 Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation Kelvin Han author Claire Gardent author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 han-gardent-2025-generating-questions 10.18653/v1/2025.findings-ijcnlp.35 https://aclanthology.org/2025.findings-ijcnlp.35/ 2025-12 589 615 The Feasibility of Topic-Based Watermarking on Academic Peer Reviews Alexander Nemecek author Yuzhou Jiang author Erman Ayday author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 nemecek-etal-2025-feasibility 10.18653/v1/2025.findings-ijcnlp.36 https://aclanthology.org/2025.findings-ijcnlp.36/ 2025-12 616 634 Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning Girish author Mohd Mujtaba Akhtar author Farhan Sheth author Muskaan Singh author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 girish-etal-2025-towards 10.18653/v1/2025.findings-ijcnlp.37 https://aclanthology.org/2025.findings-ijcnlp.37/ 2025-12 635 645 Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models Ercong Nie author Shuzhou Yuan author Bolei Ma author Helmut Schmid author Michael Färber author Frauke Kreuter author Hinrich Schuetze author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 nie-etal-2025-decomposed 10.18653/v1/2025.findings-ijcnlp.38 https://aclanthology.org/2025.findings-ijcnlp.38/ 2025-12 646 659 Moral Self-correction is Not An Innate Capability in Language Models Guangliang Liu author Zimo Qi author Xitong Zhang author Lu Cheng author Kristen Johnson author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 liu-etal-2025-moral 10.18653/v1/2025.findings-ijcnlp.39 https://aclanthology.org/2025.findings-ijcnlp.39/ 2025-12 660 683 LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective Ruosi Shao author Md Shamim Seraj author Kangyi Zhao author Yingtao Luo author Lincan Li author Bolin Shen author Averi Bates author Yue Zhao author Chongle Pan author Lisa Hightow-Weidman author Shayok Chakraborty author Yushun Dong author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 shao-etal-2025-llm 10.18653/v1/2025.findings-ijcnlp.40 https://aclanthology.org/2025.findings-ijcnlp.40/ 2025-12 684 705 Enhancing Scene Transition Awareness in Video Generation via Post-Training Hanwen Shen author Jiajie Lu author Yupeng Cao author Xiaonan Yang author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 shen-etal-2025-enhancing 10.18653/v1/2025.findings-ijcnlp.41 https://aclanthology.org/2025.findings-ijcnlp.41/ 2025-12 706 721 DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning Arie Cattan author Alon Jacovi author Alex Fabrikant author Jonathan Herzig author Roee Aharoni author Hannah Rashkin author Dror Marcus author Avinatan Hassidim author Yossi Matias author Idan Szpektor author Avi Caciularu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 cattan-etal-2025-doubledipper 10.18653/v1/2025.findings-ijcnlp.42 https://aclanthology.org/2025.findings-ijcnlp.42/ 2025-12 722 737 PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems Oshayer Siddique author J M Areeb Uzair Alam author Md Jobayer Rahman Rafy author Syed Rifat Raiyan author Hasan Mahmud author Md Kamrul Hasan author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 siddique-etal-2025-physicseval 10.18653/v1/2025.findings-ijcnlp.43 https://aclanthology.org/2025.findings-ijcnlp.43/ 2025-12 738 760 Attention Overflow: Language Model Input Blur during Long-Context Missing Items Identification Damien Sileo author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 sileo-2025-attention 10.18653/v1/2025.findings-ijcnlp.44 https://aclanthology.org/2025.findings-ijcnlp.44/ 2025-12 761 767 Isolating Culture Neurons in Multilingual Large Language Models Danial Namazifard author Lukas Galke Poech author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 namazifard-poech-2025-isolating 10.18653/v1/2025.findings-ijcnlp.45 https://aclanthology.org/2025.findings-ijcnlp.45/ 2025-12 768 785 Benchmarking Bangla Causality: A Dataset of Implicit and Explicit Causal Sentences and Cause-Effect Relations Diya Saha author Sudeshna Jana author Manjira Sinha author Tirthankar Dasgupta author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 saha-etal-2025-benchmarking 10.18653/v1/2025.findings-ijcnlp.46 https://aclanthology.org/2025.findings-ijcnlp.46/ 2025-12 786 794 Multi-Modal Data Exploration via Language Agents Farhad Nooralahzadeh author Yi Zhang author Jonathan Fürst author Kurt Stockinger author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 nooralahzadeh-etal-2025-multi 10.18653/v1/2025.findings-ijcnlp.47 https://aclanthology.org/2025.findings-ijcnlp.47/ 2025-12 795 813 Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation L D M S Sai Teja author Annepaka Yadagiri author Partha Pakray author Chukhu Chunka author Mangadoddi Srikar Vardhan author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 teja-etal-2025-fine 10.18653/v1/2025.findings-ijcnlp.48 https://aclanthology.org/2025.findings-ijcnlp.48/ 2025-12 814 828 Incorporating Dialogue State Tracking into Japanese Full-duplex Task-oriented Spoken Dialogue Model Yuya Chiba author Ryuichiro Higashinaka author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 chiba-higashinaka-2025-incorporating 10.18653/v1/2025.findings-ijcnlp.49 https://aclanthology.org/2025.findings-ijcnlp.49/ 2025-12 829 836 SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents Arjun T D author Anand Kumar Madasamy author Sheela Ramanna author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 d-etal-2025-seqtns 10.18653/v1/2025.findings-ijcnlp.50 https://aclanthology.org/2025.findings-ijcnlp.50/ 2025-12 837 847 Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks Junseok Kim author Nakyeong Yang author Kyomin Jung author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kim-etal-2025-persona 10.18653/v1/2025.findings-ijcnlp.51 https://aclanthology.org/2025.findings-ijcnlp.51/ 2025-12 848 862 CodeEval: A pedagogical approach for targeted evaluation of code-trained Large Language Models Danny Brahman author Mohammad Mahoor author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 brahman-mahoor-2025-codeeval 10.18653/v1/2025.findings-ijcnlp.52 https://aclanthology.org/2025.findings-ijcnlp.52/ 2025-12 863 883 WildFireCan-MMD: A Multimodal Dataset for Classification of User-Generated Content During Wildfires in Canada Braeden Sherritt author Isar Nejadgholi author Efstratios Aivaliotis author Khaled Mslmani author Marzieh Amini author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 sherritt-etal-2025-wildfirecan 10.18653/v1/2025.findings-ijcnlp.53 https://aclanthology.org/2025.findings-ijcnlp.53/ 2025-12 884 902 Planning Agents on an Ego-Trip: Leveraging Hybrid Ego-Graph Ensembles for Improved Tool Retrieval in Enterprise Task Planning Sahil Bansal author Sai Shruthi Sistla author Aarti Arikatala author Sebastian Schreiber author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 bansal-etal-2025-planning 10.18653/v1/2025.findings-ijcnlp.54 https://aclanthology.org/2025.findings-ijcnlp.54/ 2025-12 903 918 Unveiling the Influence of Amplifying Language-Specific Neurons Inaya Rahmanisa author Lyzander Marciano Andrylie author Mahardika Krisna Ihsani author Alfan Farizki Wicaksono author Haryo Akbarianto Wibowo author Alham Fikri Aji author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 rahmanisa-etal-2025-unveiling 10.18653/v1/2025.findings-ijcnlp.55 https://aclanthology.org/2025.findings-ijcnlp.55/ 2025-12 919 968 Enhancing Coreference Resolution with LLM-driven Data Augmentation and Adversarial Filtering Dohyeon Kim author Gayeon Jung author Jeongseon Cho author Jihoon Yang author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kim-etal-2025-enhancing 10.18653/v1/2025.findings-ijcnlp.56 https://aclanthology.org/2025.findings-ijcnlp.56/ 2025-12 969 984 TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context Shubham Kumar Nigam author Balaramamahanthi Deepak Patnaik author Shivam Mishra author Noel Shallum author Kripabandhu Ghosh author Arnab Bhattacharya author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 nigam-etal-2025-tathyanyaya 10.18653/v1/2025.findings-ijcnlp.57 https://aclanthology.org/2025.findings-ijcnlp.57/ 2025-12 985 1002 How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness Darshita Rathore author Vineet Kumar author Chetna Bansal author Anindya Moitra author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 rathore-etal-2025-much 10.18653/v1/2025.findings-ijcnlp.58 https://aclanthology.org/2025.findings-ijcnlp.58/ 2025-12 1003 1013 LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification Shuzhou Yuan author Ercong Nie author Lukas Kouba author Helmut Schmid author Hinrich Schuetze author Michael Färber author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 yuan-etal-2025-llm 10.18653/v1/2025.findings-ijcnlp.59 https://aclanthology.org/2025.findings-ijcnlp.59/ 2025-12 1014 1027 From Monolingual to Bilingual: Investigating Language Conditioning in Large Language Models for Psycholinguistic Tasks Shuzhou Yuan author Zhan Qu author Mario Tawfelis author Michael Färber author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 yuan-etal-2025-monolingual 10.18653/v1/2025.findings-ijcnlp.60 https://aclanthology.org/2025.findings-ijcnlp.60/ 2025-12 1028 1040 Signs of Struggle: Spotting Cognitive Distortions across Language and Register Abhishek Kuber author Enrico Liscio author Ruixuan Zhang author Caroline Figueroa author Pradeep K Murukannaiah author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kuber-etal-2025-signs 10.18653/v1/2025.findings-ijcnlp.61 https://aclanthology.org/2025.findings-ijcnlp.61/ 2025-12 1041 1054 FB-RAG: Improving RAG with Forward and Backward Lookup Kushal Chawla author Alfy Samuel author Anoop Kumar author Daben Liu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 chawla-etal-2025-fb 10.18653/v1/2025.findings-ijcnlp.62 https://aclanthology.org/2025.findings-ijcnlp.62/ 2025-12 1055 1071 Emotion-Aware Dysarthric Speech Reconstruction: LLMs and Multimodal Evaluation with MCDS Kaushal Attaluri author Radhika Mamidi author Sireesha Chittepu author Anirudh Chebolu author Hitendra Sarma Thogarcheti author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 attaluri-etal-2025-emotion 10.18653/v1/2025.findings-ijcnlp.63 https://aclanthology.org/2025.findings-ijcnlp.63/ 2025-12 1072 1080 Iterative Critique-Driven Simplification: Targeted Enhancement of Complex Definitions with Small Language Models Veer Chheda author Avantika Sankhe author Aaditya Uday Ghaisas author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 chheda-etal-2025-iterative 10.18653/v1/2025.findings-ijcnlp.64 https://aclanthology.org/2025.findings-ijcnlp.64/ 2025-12 1081 1096 SafePersuasion: A Dataset, Taxonomy, and Baselines for Analysis of Rational Persuasion and Manipulation Haein Kong author A M Muntasir Rahman author Ruixiang Tang author Vivek Singh author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kong-etal-2025-safepersuasion 10.18653/v1/2025.findings-ijcnlp.65 https://aclanthology.org/2025.findings-ijcnlp.65/ 2025-12 1097 1111 Illusions of Relevance: Arbitrary Content Injection Attacks Deceive Retrievers, Rerankers, and LLM Judges Manveer Singh Tamber author Jimmy Lin author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 tamber-lin-2025-illusions 10.18653/v1/2025.findings-ijcnlp.66 https://aclanthology.org/2025.findings-ijcnlp.66/ 2025-12 1112 1127 Semantic, Orthographic, and Phonological Biases in Humans’ Wordle Gameplay Jiadong Liang author Adam Kabbara author Jiaying Liu author Ronaldo Luo author Kina Kim author Michael Guerzhoy author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 liang-etal-2025-semantic 10.18653/v1/2025.findings-ijcnlp.67 https://aclanthology.org/2025.findings-ijcnlp.67/ 2025-12 1128 1135 Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention Sora Kadotani author Kosuke Nishida author Kyosuke Nishida author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kadotani-etal-2025-learning 10.18653/v1/2025.findings-ijcnlp.68 https://aclanthology.org/2025.findings-ijcnlp.68/ 2025-12 1136 1143 CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences Rhitabrat Pokharel author Yufei Tao author Ameeta Agrawal author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pokharel-etal-2025-capo 10.18653/v1/2025.findings-ijcnlp.69 https://aclanthology.org/2025.findings-ijcnlp.69/ 2025-12 1144 1156 Formalizing Test-Time Compute for Function-Level Code Generation Haau-Sing Li author Patrick Fernandes author Iryna Gurevych author Andre Martins author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 li-etal-2025-formalizing 10.18653/v1/2025.findings-ijcnlp.70 https://aclanthology.org/2025.findings-ijcnlp.70/ 2025-12 1157 1170 BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG Ziwei Chen author Bernhard Bermeitinger author Christina Niklaus author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for 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https://aclanthology.org/2025.findings-ijcnlp.72/ 2025-12 1185 1194 Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance Manon Reusens author Philipp Borchert author Jochen De Weerdt author Bart Baesens author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 reusens-etal-2025-native 10.18653/v1/2025.findings-ijcnlp.73 https://aclanthology.org/2025.findings-ijcnlp.73/ 2025-12 1195 1215 Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models Yuqi Liang author Wenjing Xu author Hongzhi Xu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 liang-etal-2025-improving-proficiency 10.18653/v1/2025.findings-ijcnlp.74 https://aclanthology.org/2025.findings-ijcnlp.74/ 2025-12 1216 1232 UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases Raj Vardhan Tomar author Preslav Nakov author Yuxia Wang author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 tomar-etal-2025-unsafechain 10.18653/v1/2025.findings-ijcnlp.75 https://aclanthology.org/2025.findings-ijcnlp.75/ 2025-12 1233 1247 SEER: The Span-based Emotion Evidence Retrieval Benchmark Aneesha Sampath author Oya Aran author Emily Mower Provost author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 sampath-etal-2025-seer 10.18653/v1/2025.findings-ijcnlp.76 https://aclanthology.org/2025.findings-ijcnlp.76/ 2025-12 1248 1267 TeluguST-46: A Benchmark Corpus and Comprehensive Evaluation for Telugu-English Speech Translation Bhavana Akkiraju author Srihari Bandarupalli author Swathi Sambangi author R Vijaya Saraswathi author Dr Vasavi Ravuri author Anil Vuppala author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 akkiraju-etal-2025-telugust 10.18653/v1/2025.findings-ijcnlp.77 https://aclanthology.org/2025.findings-ijcnlp.77/ 2025-12 1268 1275 HiLearners: Non-Native Spoken Hindi Error Correction Sourava Kumar Behera author Rohit Saluja author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 behera-saluja-2025-hilearners 10.18653/v1/2025.findings-ijcnlp.78 https://aclanthology.org/2025.findings-ijcnlp.78/ 2025-12 1276 1288 MTQ-Eval: Multilingual Text Quality Evaluation for Language Models Rhitabrat Pokharel author Ameeta Agrawal author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pokharel-agrawal-2025-mtq 10.18653/v1/2025.findings-ijcnlp.79 https://aclanthology.org/2025.findings-ijcnlp.79/ 2025-12 1289 1304 TelcoAI: Advancing 3GPP Technical Specification Search through Agentic Multi-Modal Retrieval-Augmented Generation Rahul Ghosh author Chun-Hao Liu author Gaurav Rele author Vidya Sagar Ravipati author Hazar Aouad author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 ghosh-etal-2025-telcoai 10.18653/v1/2025.findings-ijcnlp.80 https://aclanthology.org/2025.findings-ijcnlp.80/ 2025-12 1305 1317 ENG-DRB: PDTB-style Discourse Relation Bank on Engineering Tutorial Video Scripts Cheng Zhang author Rajasekhar Kakarla author Kangda Wei author Ruihong Huang author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 zhang-etal-2025-eng 10.18653/v1/2025.findings-ijcnlp.81 https://aclanthology.org/2025.findings-ijcnlp.81/ 2025-12 1318 1330 Did the Writer Actually Visit the Location? Analysis of Location Reviews from Visit Experience Aitaro Yamamoto author Hiroki Ouchi author Kota Tsubouchi author Tatsuo Yamashita author Ryo Tsujimoto author Yuki Matsuda author Hirohiko Suwa author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 yamamoto-etal-2025-writer 10.18653/v1/2025.findings-ijcnlp.82 https://aclanthology.org/2025.findings-ijcnlp.82/ 2025-12 1331 1337 Teaching Sarcasm: Few-Shot Multimodal Sarcasm Detection via Distillation to a Parameter-Efficient Student Soumyadeep Jana author Ranbir Singh Sanasam author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 jana-sanasam-2025-teaching 10.18653/v1/2025.findings-ijcnlp.83 https://aclanthology.org/2025.findings-ijcnlp.83/ 2025-12 1338 1349 Seeing Through the Mask: AI-Generated Text Detection with Similarity-Guided Graph Reasoning Nidhi Gupta author Qinghua Li author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 gupta-li-2025-seeing 10.18653/v1/2025.findings-ijcnlp.84 https://aclanthology.org/2025.findings-ijcnlp.84/ 2025-12 1350 1360 Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering Yuanjun Shi author Zhaopeng Qiu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 shi-qiu-2025-reasoning 10.18653/v1/2025.findings-ijcnlp.85 https://aclanthology.org/2025.findings-ijcnlp.85/ 2025-12 1361 1379 Modular Arithmetic: Language Models Solve Math Digit by Digit Tanja Baeumel author Daniil Gurgurov author Yusser Al Ghussin author Josef Van Genabith author Simon Ostermann author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 baeumel-etal-2025-modular 10.18653/v1/2025.findings-ijcnlp.86 https://aclanthology.org/2025.findings-ijcnlp.86/ 2025-12 1380 1409 Standardizing Heterogeneous Corpora with DUUR: A Dual Data- and Process-Oriented Approach to Enhancing NLP Pipeline Integration Leon Lukas Hammerla author Alexander Mehler author Giuseppe Abrami author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 hammerla-etal-2025-standardizing 10.18653/v1/2025.findings-ijcnlp.87 https://aclanthology.org/2025.findings-ijcnlp.87/ 2025-12 1410 1425 LLMForum-RAG: A Multilingual, Multi-domain Framework for Factual Reasoning via Weighted Retrieval and LLM Collaboration Soham Chaudhuri author Dipanjan Saha author Dipankar Das author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 chaudhuri-etal-2025-llmforum 10.18653/v1/2025.findings-ijcnlp.88 https://aclanthology.org/2025.findings-ijcnlp.88/ 2025-12 1426 1431 D-Neg: Syntax-Aware Graph Reasoning for Negation Detection Leon Lukas Hammerla author Andy Lücking author Carolin Reinert author Alexander Mehler author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 hammerla-etal-2025-neg 10.18653/v1/2025.findings-ijcnlp.89 https://aclanthology.org/2025.findings-ijcnlp.89/ 2025-12 1432 1454 EMBRACE: Shaping Inclusive Opinion Representation by Aligning Implicit Conversations with 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Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 sheng-shuai-2025-csc 10.18653/v1/2025.findings-ijcnlp.91 https://aclanthology.org/2025.findings-ijcnlp.91/ 2025-12 1473 1496 SLM-SQL: An Exploration of Small Language Models for Text-to-SQL Lei Sheng author Xu Shuai Shuai author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 sheng-shuai-2025-slm 10.18653/v1/2025.findings-ijcnlp.92 https://aclanthology.org/2025.findings-ijcnlp.92/ 2025-12 1497 1512 CLEV: LLM-Based Evaluation Through Lightweight Efficient Voting for Free-Form Question-Answering Sher Badshah author Moamen Moustafa author Hassan Sajjad author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for 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A survey of text anonymization metrics Yaxuan Ren author Krithika Ramesh author Yaxing Yao author Anjalie Field author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 ren-etal-2025-measure 10.18653/v1/2025.findings-ijcnlp.94 https://aclanthology.org/2025.findings-ijcnlp.94/ 2025-12 1532 1544 To Generate or Discriminate? Methodological Considerations for Measuring Cultural Alignment in LLMs Saurabh Kumar Pandey author Sougata Saha author Monojit Choudhury author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pandey-etal-2025-generate 10.18653/v1/2025.findings-ijcnlp.95 https://aclanthology.org/2025.findings-ijcnlp.95/ 2025-12 1545 1562 One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning Ritesh Goru author Shanay Mehta author Prateek Jain author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 goru-etal-2025-one 10.18653/v1/2025.findings-ijcnlp.96 https://aclanthology.org/2025.findings-ijcnlp.96/ 2025-12 1563 1574 CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models Chaohao Lin author Kaida Wu author Peihao Xiang author Yanzhao Wu author Ou Bai author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 lin-etal-2025-cll 10.18653/v1/2025.findings-ijcnlp.97 https://aclanthology.org/2025.findings-ijcnlp.97/ 2025-12 1575 1590 Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents Seyoung Song author Haneul Yoo author Jiho Jin author Kyunghyun Cho author Alice Oh author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 song-etal-2025-shared 10.18653/v1/2025.findings-ijcnlp.98 https://aclanthology.org/2025.findings-ijcnlp.98/ 2025-12 1591 1610 Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data Srihari Bandarupalli author Bhavana Akkiraju author Sri Charan D author Vamshi Raghu Simha Narasinga author Anil Vuppala author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 bandarupalli-etal-2025-efficient 10.18653/v1/2025.findings-ijcnlp.99 https://aclanthology.org/2025.findings-ijcnlp.99/ 2025-12 1611 1617 Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication Shadab Hafiz Choudhury author Asha Kumar author Lara J Martin author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 choudhury-etal-2025-evaluating 10.18653/v1/2025.findings-ijcnlp.100 https://aclanthology.org/2025.findings-ijcnlp.100/ 2025-12 1618 1637 Towards Multimodal Question Answering in Educational Domain Himanshu Wadhwa author T Karthikeyan author Mausam author Manish Gupta author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 wadhwa-etal-2025-towards 10.18653/v1/2025.findings-ijcnlp.101 https://aclanthology.org/2025.findings-ijcnlp.101/ 2025-12 1638 1649 ACE-ICD: Acronym Expansion As Data Augmentation For Automated ICD Coding Tuan-Dung Le author Shohreh Haddadan author Thanh Q Thieu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 le-etal-2025-ace 10.18653/v1/2025.findings-ijcnlp.102 https://aclanthology.org/2025.findings-ijcnlp.102/ 2025-12 1650 1662 Logical Table-to-Text Generation: Challenges, Methods, and Reasoning Lena Trigg author Dean F Hougen author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 trigg-hougen-2025-logical 10.18653/v1/2025.findings-ijcnlp.103 https://aclanthology.org/2025.findings-ijcnlp.103/ 2025-12 1663 1677 Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering Christos Nikolaos Zacharopoulos author Revekka Kyriakoglou author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 zacharopoulos-kyriakoglou-2025-decoding 10.18653/v1/2025.findings-ijcnlp.104 https://aclanthology.org/2025.findings-ijcnlp.104/ 2025-12 1678 1685 Revisiting Intermediate-Layer Matching in Knowledge Distillation: Layer-Selection Strategy Doesn’t Matter (Much) Zony Yu author Yuqiao Wen author Lili Mou author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 yu-etal-2025-revisiting 10.18653/v1/2025.findings-ijcnlp.105 https://aclanthology.org/2025.findings-ijcnlp.105/ 2025-12 1686 1694 Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition Takumi Takahashi author Tomoki Taniguchi author Chencheng Zhu author Tomoko Ohkuma author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 takahashi-etal-2025-llms 10.18653/v1/2025.findings-ijcnlp.106 https://aclanthology.org/2025.findings-ijcnlp.106/ 2025-12 1695 1712 OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning Zhenyu Bi author Meng Lu author Yang Li author Swastik Roy author Weijie Guan author Morteza Ziyadi author Xuan Wang author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 bi-etal-2025-optagent 10.18653/v1/2025.findings-ijcnlp.107 https://aclanthology.org/2025.findings-ijcnlp.107/ 2025-12 1713 1728 EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data Harsh Kohli author Helian Feng author Lenon Minorics author Bhoomit Vasani author Xin He author Ali Kebarighotbi author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kohli-etal-2025-ewora 10.18653/v1/2025.findings-ijcnlp.108 https://aclanthology.org/2025.findings-ijcnlp.108/ 2025-12 1729 1737 The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification Harshita Narnoli author Mihai Surdeanu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 narnoli-surdeanu-2025-alchemy 10.18653/v1/2025.findings-ijcnlp.109 https://aclanthology.org/2025.findings-ijcnlp.109/ 2025-12 1738 1757 Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Sidharth Pulipaka author Ashwin Sankar author Raj Dabre author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pulipaka-etal-2025-mark 10.18653/v1/2025.findings-ijcnlp.110 https://aclanthology.org/2025.findings-ijcnlp.110/ 2025-12 1758 1776 Efficient Decoding Methods for Language Models on Encrypted Data Matan Avitan author Moran Baruch author Nir Drucker author Itamar Zimerman author Yoav Goldberg author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 avitan-etal-2025-efficient 10.18653/v1/2025.findings-ijcnlp.111 https://aclanthology.org/2025.findings-ijcnlp.111/ 2025-12 1777 1794 Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games Zihan Wang author Naoki Yoshinaga author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 wang-yoshinaga-2025-commentary 10.18653/v1/2025.findings-ijcnlp.112 https://aclanthology.org/2025.findings-ijcnlp.112/ 2025-12 1795 1807 Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models Yingqi Hu author Zhuo Zhang author Jingyuan Zhang author Jinghua Wang author Qifan Wang author Lizhen Qu author Zenglin Xu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 hu-etal-2025-simple 10.18653/v1/2025.findings-ijcnlp.113 https://aclanthology.org/2025.findings-ijcnlp.113/ 2025-12 1808 1827 PosterSum: A Multimodal Benchmark for Scientific Poster Summarization Rohit Saxena author Pasquale Minervini author Frank Keller author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 saxena-etal-2025-postersum 10.18653/v1/2025.findings-ijcnlp.114 https://aclanthology.org/2025.findings-ijcnlp.114/ 2025-12 1828 1844 Hypercomplex Transformer: Novel Attention Mechanism Maxim Gordeev author Zuev Aleksandr author Mikhail Bakulin author Andrey Latyshev author Dmitry Kozlov author Yiwu Yao author Voronova Anastasia author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 gordeev-etal-2025-hypercomplex 10.18653/v1/2025.findings-ijcnlp.115 https://aclanthology.org/2025.findings-ijcnlp.115/ 2025-12 1845 1851 Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic Christopher Rashidian author Sabine Brunswicker author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 rashidian-brunswicker-2025-merging 10.18653/v1/2025.findings-ijcnlp.116 https://aclanthology.org/2025.findings-ijcnlp.116/ 2025-12 1852 1866 GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages Debarchan Basu author Shashwat Bhardwaj author Vaibhav Sharma author Pooja Singh author Sandeep Kumar author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 basu-etal-2025-garud 10.18653/v1/2025.findings-ijcnlp.117 https://aclanthology.org/2025.findings-ijcnlp.117/ 2025-12 1867 1880 IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages? Akhilesh Aravapalli author Mounika Marreddy author Radhika Mamidi author Manish Gupta author Subba Reddy Oota author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 aravapalli-etal-2025-indicsenteval 10.18653/v1/2025.findings-ijcnlp.118 https://aclanthology.org/2025.findings-ijcnlp.118/ 2025-12 1881 1905 Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks Jinu Nyachhyon author Mridul Sharma author Prajwal Thapa author Bal Krishna Bal author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 nyachhyon-etal-2025-consolidating 10.18653/v1/2025.findings-ijcnlp.119 https://aclanthology.org/2025.findings-ijcnlp.119/ 2025-12 1906 1925 Family helps one another: Dravidian NLP suite for Natural Language Understanding Abhinav P M author Priyanka Dasari author Nagaraju Vuppala author Parameswari Krishnamurthy author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 p-m-etal-2025-family 10.18653/v1/2025.findings-ijcnlp.120 https://aclanthology.org/2025.findings-ijcnlp.120/ 2025-12 1926 1941 Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions Haoran Wang author Kai Shu author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 wang-shu-2025-spatial 10.18653/v1/2025.findings-ijcnlp.121 https://aclanthology.org/2025.findings-ijcnlp.121/ 2025-12 1942 1953 Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges Jintao Liang author Sugang author Huifeng Lin author You Wu author Rui Zhao author Ziyue Li author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 liang-etal-2025-reasoning 10.18653/v1/2025.findings-ijcnlp.122 https://aclanthology.org/2025.findings-ijcnlp.122/ 2025-12 1954 1966 Extracting Numeric Assertions from Text Amar Parajuli author Koninika Pal author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 parajuli-pal-2025-extracting 10.18653/v1/2025.findings-ijcnlp.123 https://aclanthology.org/2025.findings-ijcnlp.123/ 2025-12 1967 1977 Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection Maya Srikanth author Run Chen author Julia Hirschberg author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 srikanth-etal-2025-mixed 10.18653/v1/2025.findings-ijcnlp.124 https://aclanthology.org/2025.findings-ijcnlp.124/ 2025-12 1978 1991 PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint Bhoomit Vasani author Jack FitzGerald author Anjie Fang author Sushmit Vaish author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 vasani-etal-2025-phlora 10.18653/v1/2025.findings-ijcnlp.125 https://aclanthology.org/2025.findings-ijcnlp.125/ 2025-12 1992 1999 Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference Sayantan Pal author Souvik Das author Rohini Srihari author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pal-etal-2025-harmonious 10.18653/v1/2025.findings-ijcnlp.126 https://aclanthology.org/2025.findings-ijcnlp.126/ 2025-12 2000 2018 Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach Blessed Guda author Lawrence Francis author Gabrial Zencha Ashungafac author Carlee Joe-Wong author Moise Busogi author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 guda-etal-2025-quantifying 10.18653/v1/2025.findings-ijcnlp.127 https://aclanthology.org/2025.findings-ijcnlp.127/ 2025-12 2019 2038 MINDS: A Cross-Cultural Dialogue Corpus for Social Norm Classification and Adherence Detection Pritish Sahu author Anirudh Som author Ajay Divakaran author Dimitra Vergyri author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 sahu-etal-2025-minds 10.18653/v1/2025.findings-ijcnlp.128 https://aclanthology.org/2025.findings-ijcnlp.128/ 2025-12 2039 2052 Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts Raavi Gupta author Pranav Hari Panicker author Sumit Bhatia author Ganesh Ramakrishnan author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 gupta-etal-2025-consistency 10.18653/v1/2025.findings-ijcnlp.129 https://aclanthology.org/2025.findings-ijcnlp.129/ 2025-12 2053 2068 Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models Wenqi Pei author Hailing Xu author Henry Hengyuan Zhao author Shizheng Hou author Chen Han author Zining Zhang author Luo Pingyi author Bingsheng He author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pei-etal-2025-feather 10.18653/v1/2025.findings-ijcnlp.130 https://aclanthology.org/2025.findings-ijcnlp.130/ 2025-12 2069 2086 Uncovering Cultural Representation Disparities in Vision-Language Models Ram Mohan Rao Kadiyala author Siddhant Gupta author Jebish Purbey author Srishti Yadav author Suman Debnath author Alejandro R Salamanca author Desmond Elliott author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 kadiyala-etal-2025-uncovering 10.18653/v1/2025.findings-ijcnlp.131 https://aclanthology.org/2025.findings-ijcnlp.131/ 2025-12 2087 2117 Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews Shifali Agrahari author Sujit Kumar author Ranbir Singh Sanasam author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 agrahari-etal-2025-really 10.18653/v1/2025.findings-ijcnlp.132 https://aclanthology.org/2025.findings-ijcnlp.132/ 2025-12 2118 2140 Can a Unimodal Language Agent Provide Preferences to Tune a Multimodal Vision-Language Model? Sazia Tabasum Mim author Jack Morris author Manish Dhakal author Yanming Xiu author Maria Gorlatova author Yi Ding author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 mim-etal-2025-unimodal 10.18653/v1/2025.findings-ijcnlp.133 https://aclanthology.org/2025.findings-ijcnlp.133/ 2025-12 2141 2156 SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation Fariha Anjum Shifa author Muhtasim Ibteda Shochcho author Abdullah Ibne Hanif Arean author Mohammad Ashfaq Ur Rahman author Akm Moshiur Rahman Mazumder author Ahaj Mahhin Faiak author Md Fahim author M Ashraful Amin author Amin Ahsan Ali author Akmmahbubur Rahman author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 shifa-etal-2025-somajgyaan 10.18653/v1/2025.findings-ijcnlp.134 https://aclanthology.org/2025.findings-ijcnlp.134/ 2025-12 2157 2177 CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla Newaz Ben Alam author Akm Moshiur Rahman Mazumder author Mir Sazzat Hossain author Mysha Samiha author Md Alvi Noor Hossain author Md Fahim author Amin Ahsan Ali author Ashraful Islam author M Ashraful Amin author Akmmahbubur Rahman author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 alam-etal-2025-cmban 10.18653/v1/2025.findings-ijcnlp.135 https://aclanthology.org/2025.findings-ijcnlp.135/ 2025-12 2178 2194 Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection Bassamtiano Renaufalgi Irnawan author Yoshimi Suzuki author Noriko Tomuro author Fumiyo Fukumoto author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 irnawan-etal-2025-multi 10.18653/v1/2025.findings-ijcnlp.136 https://aclanthology.org/2025.findings-ijcnlp.136/ 2025-12 2195 2213 GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM Moderation Nihar Sanda author Rajat Shinde author Sumit Nawathe author William Seawright author Shaona Ghosh author Manil Maskey author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 sanda-etal-2025-geosafe 10.18653/v1/2025.findings-ijcnlp.137 https://aclanthology.org/2025.findings-ijcnlp.137/ 2025-12 2214 2237 Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation Mana Makinae author Yusuke Sakai author Hidetaka Kamigaito author Taro Watanabe author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 makinae-etal-2025-investigating 10.18653/v1/2025.findings-ijcnlp.138 https://aclanthology.org/2025.findings-ijcnlp.138/ 2025-12 2238 2258 Evaluating LLMs’ Reasoning Over Ordered Procedural Steps Adrita Anika author Md Messal Monem Miah author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 anika-miah-2025-evaluating 10.18653/v1/2025.findings-ijcnlp.139 https://aclanthology.org/2025.findings-ijcnlp.139/ 2025-12 2259 2267 mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models Arka Mukherjee author Shreya Ghosh author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 mukherjee-ghosh-2025-mmjee 10.18653/v1/2025.findings-ijcnlp.140 https://aclanthology.org/2025.findings-ijcnlp.140/ 2025-12 2268 2290 Where Should I Study? 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Evaluating Fairness in LMs for Academic Recommendations Krithi Shailya author Akhilesh Kumar Mishra author Gokul S Krishnan author Balaraman Ravindran author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 shailya-etal-2025-study 10.18653/v1/2025.findings-ijcnlp.141 https://aclanthology.org/2025.findings-ijcnlp.141/ 2025-12 2291 2317 Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets Nirvan Patil author Malhar Abhay Inamdar author Agnivo Gosai author Guruprasad Pathak author Anish Joshi author Anish Joshirao author Raj Dandekar author Rajat Dandekar author Sreedath Panat author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 patil-etal-2025-regional 10.18653/v1/2025.findings-ijcnlp.142 https://aclanthology.org/2025.findings-ijcnlp.142/ 2025-12 2318 2367 High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification Yuchen Zhang author Yuze Gao author Bin Chen author Wenfeng Li author Shuo Sun author Jian Su author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 zhang-etal-2025-high 10.18653/v1/2025.findings-ijcnlp.143 https://aclanthology.org/2025.findings-ijcnlp.143/ 2025-12 2368 2379 Cross-Prompt Encoder for Low-Performing Languages Beso Mikaberidze author Temo Saghinadze author Simon Ostermann author Philipp Müller author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the 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editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 singh-etal-2025-information 10.18653/v1/2025.findings-ijcnlp.145 https://aclanthology.org/2025.findings-ijcnlp.145/ 2025-12 2394 2404 Agent-based Automated Claim Matching with Instruction-following LLMs Dina Pisarevskaya author Arkaitz Zubiaga author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 pisarevskaya-zubiaga-2025-agent 10.18653/v1/2025.findings-ijcnlp.146 https://aclanthology.org/2025.findings-ijcnlp.146/ 2025-12 2405 2414 Tooka-SBERT: Lightweight Sentence Embedding models for Persian Ghazal Zamaninejad author MohammadAli SadraeiJavaheri author Farnaz Aghababaloo author Hamideh Rafiee author Milad Molazadeh Oskuee author AmirMohammad Salehoof author 2025-12 text Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics Kentaro Inui editor Sakriani Sakti editor Haofen Wang editor Derek F Wong editor Pushpak Bhattacharyya editor Biplab Banerjee editor Asif Ekbal editor Tanmoy Chakraborty editor Dhirendra Pratap Singh editor The Asian Federation of Natural Language Processing and The Association for Computational Linguistics Mumbai, India conference publication 979-8-89176-303-6 zamaninejad-etal-2025-tooka 10.18653/v1/2025.findings-ijcnlp.147 https://aclanthology.org/2025.findings-ijcnlp.147/ 2025-12 2415 2425