Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
Mourad Abbas, Abed Alhakim Freihat (Editors)
- Anthology ID:
- 2026.icnlsp-1
- Month:
- September
- Year:
- 2026
- Address:
- University of Trento, Trento, Italy
- Venue:
- ICNLSP
- Event:
- 9th International Conference on Natural Language and Speech Processing
- SIG:
- Publisher:
- Association for Computational Linguistics
- URL:
- https://aclanthology.org/2026.icnlsp-1/
- DOI:
- ISBN:
- 979-8-89176-458-3
- PDF:
- https://aclanthology.org/2026.icnlsp-1.pdf
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
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Textonomy: A TnT-LLM-Based Approach for Interpretable Topic Modeling at Scale
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Thread-Preserving Chunking for LLM-Based Action Item Extraction from Enterprise Email under Constrained Context Budget
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One Bad Juror: Exploring Adversarial Influence and Deliberation Dynamics in Multi-Agent LLM Panels
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AutoSpecNER: A Fine-Grained Named Entity Recognition Dataset for Vehicle Specification Extraction
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Making the Implicit Explicit: A Domain Ontology-Based Approach for Comprehensive Attribute-Level Knowledge Extraction in Technical Texts
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Verbal and Nonverbal Coherence as an Index for Second Language Proficiency
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IntentifierBench: An Open-Source Web Tool for Benchmarking Authorship Identification using Illocutionary Force Large Language Models Based Classifiers
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Revisiting Accent Classification with DistilHuBERT: Speaker-Disjoint Evaluation and Cross-Corpus Generalization
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Token Merging for Multilingual Speech Recognition: A Systematic Study Across Model Scale and Fine-Tuning
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Improving Persian Sentiment Classification through LLM-Assisted Label Refinement and Small Language Models
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RomMa-FT: Static Word Embeddings for Romanized Marathi-English Code-Mixed Hate Speech Detection
Nitin Bhaskar Chavan | Badal Soni
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Persona as Infrastructure: Invisible Structural Control in LLM-Mediated Social Networks
Amir Reza Asadi | Jess Kropczynski | Hazem Said
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KidLit by Numbers: Linguistic Profiles of Original and Translated Russian 0+ Books
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Human-in-the-loop Generation System for Analogical Explanations of Target Concepts
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GEMCo: A Validated, Ethically Releasable Proxy for Inaccessible Counselling Data
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Text Segmentation is Subjective: Empirical Evidence of Human Variability and its Implications for Downstream Tasks
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FrIdéo: French News Outlet Ideology Scoring via Multi-Source Evidence Fusion and Distancing-Aware Lexical Scoring
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Framing by Wording, Framing by Selection: A Large-Scale Two-Dimensional Audit of French News Headlines, 2022–2025
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Cross-Lingual Transfer Learning for Multilingual Emotion Classification and Generation
Adrian Maldonado | Oscar Araque
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Combined Learning of Morphological Segmentation, POS Tagging and Contextual Lemmatization
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Evaluating Transformers with NepSum: A Large-Scale Dataset for Nepali Abstractive Summarization
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When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation
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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
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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
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Towards a clinical adaptation of the Whisper model for French
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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
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ResPL: Reasoning-Based Pseudo-Labels for Sarcasm Detection in Low-Resource Arabic Dialects
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MetaHOPE: Metaphor Translation Evaluation Framework Investigating Open-Source LLMs and State-of-the-Art Neural Translation Models
Jiahui Liang | Lifeng Han
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ArImpliSent: A Large-Scale Dataset for Arabic Implicit Sentiment Analysis
Ghozlene Chenni | Sadik Bessou | Hanane Boutouta | Nour elhouda Chenni
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Evaluating Latent Semantic Pre-training for Fine-grained Word Sense Disambiguation
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Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation
Serge Gladkoff | Angelika Vaasa | Sue Ellen Wright | Ingemar Strandvik | Lifeng Han
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