9th International Conference on Natural Language and Speech Processing
OnlineSeptember 25–26, 2026
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Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
Mourad Abbas | Abed Alhakim Freihat
Mourad Abbas | Abed Alhakim Freihat
Does Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR
Thai Quoc On | Homayoon Beigi
Thai Quoc On | Homayoon Beigi
Textonomy: A TnT-LLM-Based Approach for Interpretable Topic Modeling at Scale
Noah Zuchna | Martin Stoll | Jan Blechschmidt
Noah Zuchna | Martin Stoll | Jan Blechschmidt
Thread-Preserving Chunking for LLM-Based Action Item Extraction from Enterprise Email under Constrained Context Budget
Kiyeop Kim | Donghoon Cho
Kiyeop Kim | Donghoon Cho
One Bad Juror: Exploring Adversarial Influence and Deliberation Dynamics in Multi-Agent LLM Panels
Vaishakh Sreekanth Menon
Vaishakh Sreekanth Menon
AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction
Jordan Lee | Filippos Ventirozos | Abdirahman Abdullahm | Ioanna Nteka | Peter Appleby | Matthew Shardlow
Jordan Lee | Filippos Ventirozos | Abdirahman Abdullahm | Ioanna Nteka | Peter Appleby | Matthew Shardlow
Making the Implicit Explicit: A Domain Ontology-Based Approach for Comprehensive Attribute-Level Knowledge Extraction in Technical Texts
Vatosoa Razafiniary
Vatosoa Razafiniary
Verbal and Nonverbal Coherence as an Index for Second Language Proficiency
Katsunori Kotani | Takehiko Yoshimi
Katsunori Kotani | Takehiko Yoshimi
IntentifierBench: An Open-Source Web Tool for Benchmarking Authorship Identification using Illocutionary Force Large Language Models Based Classifiers
Inyama | Godfrey
Inyama | Godfrey
Revisiting Accent Classification with DistilHuBERT: Speaker-Disjoint Evaluation and Cross-Corpus Generalization
Xu He | Homayoon Beigi
Xu He | Homayoon Beigi
Token Merging for Multilingual Speech Recognition: A Systematic Study Across Model Scale and Fine-Tuning
Dylan Luke Holyoak
Dylan Luke Holyoak
Improving Persian Sentiment Classification through LLM-Assisted Label Refinement and Small Language Models
Maziyar Amini Alashti | Seyed Abbas Bagheri
Maziyar Amini Alashti | Seyed Abbas Bagheri
RomMa-FT: Static Word Embeddings for Romanized Marathi-English Code-Mixed Hate Speech Detection
Nitin Bhaskar Chavan | Badal Soni
Nitin Bhaskar Chavan | Badal Soni
Persona as Infrastructure: Invisible Structural Control in LLM-Mediated Social Networks
Amir Reza Asadi | Jess Kropczynski | Hazem Said
Amir Reza Asadi | Jess Kropczynski | Hazem Said
KidLit by Numbers: Linguistic Profiles of Original and Translated Russian 0+ Books
Daria Gavrilik | Aleksandra Ostraia
Daria Gavrilik | Aleksandra Ostraia
Human-in-the-loop Generation System for Analogical Explanations of Target Concepts
Ryo Takahashi | Asuka Terai
Ryo Takahashi | Asuka Terai
GEMCo: A Validated, Ethically Releasable Proxy for Inaccessible Counselling Data
Philipp Steigerwald | Eric Rudolph | Mara Stieler | Jennifer Burghardt | Robert Lehmann | Jens Albrecht
Philipp Steigerwald | Eric Rudolph | Mara Stieler | Jennifer Burghardt | Robert Lehmann | Jens Albrecht
Text Segmentation is Subjective: Empirical Evidence of Human Variability and its Implications for Downstream Tasks
Sophia Conrad | Florian Frenken
Sophia Conrad | Florian Frenken
FrIdéo: French News Outlet Ideology Scoring via Multi-Source Evidence Fusion and Distancing-Aware Lexical Scoring
Amr Sobhy
Amr Sobhy
Framing by Wording, Framing by Selection: A Large-Scale Two-Dimensional Audit of French News Headlines, 2022–2025
Amr Sobhy
Amr Sobhy
Cross-Lingual Transfer Learning for Multilingual Emotion Classification and Generation
Adrian Maldonado | Oscar Araque
Adrian Maldonado | Oscar Araque
Combined Learning of Morphological Segmentation, POS Tagging and Contextual Lemmatization
Christian Wartena
Christian Wartena
Evaluating Transformers with NepSum: A Large-Scale Dataset for Nepali Abstractive Summarization
Saskar Khadka | Pawan Khatri
Saskar Khadka | Pawan Khatri
When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation
Riya Tekcham | Fitha Asma Sulfeekhar | Badal Nyalang
Riya Tekcham | Fitha Asma Sulfeekhar | Badal Nyalang
A Multimodal Corpus for Natural Language Understanding in Russian and Tatar
Alsu Khabirzyanova | Zaryana Damashova | Ilseyar Alimova
Alsu Khabirzyanova | Zaryana Damashova | Ilseyar Alimova
LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification
Yufeng WU
Yufeng WU
Probing the phon* representations of the Mimi codebooks
Artem Saloev | Nicolas Ballier | Erin Pacquetet
Artem Saloev | Nicolas Ballier | Erin Pacquetet
Seeds Before Objectives: Rethinking Evaluation for Low-Resource Garhwali ASR
Karamvir Singh Batra | Prathamjyot Singh | Ashima Sood | Jasmeet Singh | Sahil Sharma
Karamvir Singh Batra | Prathamjyot Singh | Ashima Sood | Jasmeet Singh | Sahil Sharma
Towards a clinical adaptation of the Whisper model for French
Haeeul Hwang | Deok-Hee Kim-Dufor | Jalal Al-Tamimi | Motasem Alrahabi | Julien Desclés | Valeria Lucarini | Louis Pichereau | Christophe Lemey
Haeeul Hwang | Deok-Hee Kim-Dufor | Jalal Al-Tamimi | Motasem Alrahabi | Julien Desclés | Valeria Lucarini | Louis Pichereau | Christophe Lemey
Adaptive Multi-Teacher Distillation for Accent-Robust Speech Recognition
Mehedi Hasan Bijoy | Dejan Porjazovski | Tamás Grósz | Mikko Kurimo
Mehedi Hasan Bijoy | Dejan Porjazovski | Tamás Grósz | Mikko Kurimo
ResPL: Reasoning-Based Pseudo-Labels for Sarcasm Detection in Low-Resource Arabic Dialects
Ali Almutairi | Shoaib Jameel | Aditya Joshi | Gelareh Mohammadi | Imran Razzak
Ali Almutairi | Shoaib Jameel | Aditya Joshi | Gelareh Mohammadi | Imran Razzak
MetaHOPE: Metaphor Translation Evaluation Framework Investigating Open-Source LLMs and State-of-the-Art Neural Translation Models
Jiahui Liang | Lifeng Han
Jiahui Liang | Lifeng Han
ArImpliSent: A Large-Scale Dataset for Arabic Implicit Sentiment Analysis
Ghozlene Chenni | Sadik Bessou | Hanane Boutouta | Nour elhouda Chenni
Ghozlene Chenni | Sadik Bessou | Hanane Boutouta | Nour elhouda Chenni
Evaluating Latent Semantic Pre-training for Fine-grained Word Sense Disambiguation
Soma Simon | Gábor Berend
Soma Simon | Gábor Berend
Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation
Serge Gladkoff | Angelika Vaasa | Sue Ellen Wright | Ingemar Strandvik | Lifeng Han
Serge Gladkoff | Angelika Vaasa | Sue Ellen Wright | Ingemar Strandvik | Lifeng Han