EACL 2026: all accepted papers
- Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs' Legal Reasoning Capabilities ↗Hongseok Oh, Wonseok Hwang, Kyoung-Woon On · Short Papers
- LAILA: A Large Trait-Based Dataset for Arabic Automated Essay Scoring ↗May Bashendy, Walid Massoud, Sohaila Eltanbouly et al. · Long Papers
- LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval ↗Narges Baba Ahmadi, Jan Strich, Martin Semmann et al. · Student Research Workshop
- LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation ↗Himel Ghosh, Nick Elias Werner · System Demonstrations
- LLMs Know More About Numbers than They Can Say ↗Fengting Yuchi, Li Du, Jason Eisner · Short Papers
- LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction ↗Junior Cedric Tonga, Chen Cecilia Liu, Iryna Gurevych et al. · Long Papers
- LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts ↗Yang Liu, Jiaye Yang, Weikang Li et al. · Long Papers
- LaCoMSA: Language-Consistency Multilingual Self-Alignment with Latent Representation Rewarding ↗Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen · Long Papers
- Language Family Matters: Evaluating SpeechLLMs Across Linguistic Boundaries ↗Yuchen Zhang, Ravi Shekhar, Haralambos Mouratidis · Short Papers
- Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models ↗Chengzhi Zhong, Fei Cheng, Qianying Liu et al. · Long Papers
- Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance ↗Jongwon Ryu, Joonhyung Park, Jaeho Han et al. · Long Papers
- Layer-wise Swapping for Generalizable Multilingual Safety ↗Hyunseo Shin, Wonseok Hwang · Long Papers
- Learning Nested Named Entity Recognition from Flat Annotations ↗Igor Rozhkov, Natalia V Loukachevitch · Student Research Workshop
- Learning to Ideate for Machine Learning Engineering Agents ↗Yunxiang Zhang, Kang Zhou, Zhichao Xu et al. · Short Papers
- Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization ↗Kushal Chawla, Chenyang Zhu, Pengshan Cai et al. · Industry Track
- Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs ↗Hussein Abdallah, Ibrahim Abdelaziz, Panos Kalnis et al. · Long Papers
- Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance ↗Elena Sofia Ruzzetti, Fabio Massimo Zanzotto, Tommaso Caselli · Long Papers
- Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions ↗Jonathan Pattin Cottet, Véronique Eglin, Alex Aussem · Industry Track
- LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking ↗Mohamed Elgaar, Hadi Amiri · Long Papers
- LingVarBench: Benchmarking LLMs on Entity Recognitions and Linguistic Verbalization Patterns in Phone-Call Transcripts ↗Seyedali Mohammadi, Manas Paldhe, Amit Chhabra et al. · Industry Track
- LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing ↗Daniel Fein, Sebastian Russo, Violet Xiang et al. · Long Papers
- Long-Context Long-Form Question Answering for Legal Domain ↗Anagha Kulkarni, Parin Rajesh Jhaveri, Prasha Shrestha et al. · Industry Track
- Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding ↗Hiroaki Kingetsu, Kaoru Yokoo, Kenji Fukumizu et al. · Long Papers
- Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection ↗Pranaydeep Singh, Orphee De Clercq, Els Lefever · Short Papers
- Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer ↗Maxence Lasbordes, Sinoué Gad · Student Research Workshop
- MAQuA: Multi-outcome Adaptive Question-Asking for Mental Health using Item Response Theory ↗Vasudha Varadarajan, Hui Xu, Rebecca Astrid Böhme et al. · Long Papers
- MAViS: A Multi-Agent Framework for Long-Sequence Video Storytelling ↗Qian Wang, Ziqi Huang, Ruoxi Jia et al. · Long Papers
- MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning ↗Kosei Uemura, David Guzmán, Quang Phuoc Nguyen et al. · Long Papers
- MIRAGE: Metadata-guided Image Retrieval and Answer Generation for E-commerce Troubleshooting ↗Rishav Sahay, Lavanya Sita Tekumalla, Anoop Saladi · Industry Track
- MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection ↗Abid Ali, Diego Molla, Usman Naseem · Long Papers
- Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque ↗Nam Luu, Aitor Soroa, German Rigau et al. · Student Research Workshop
- Machine translation Evaluation Eng-Thai MQM Ranking datasetPhichet Phuangrot, Natdanai Trintawat, Kanawat Vilasri et al. · Short Papersour summary
- Mapping the Course for Prompt-based Structured Prediction ↗Matt Pauk, Maria Leonor Pacheco · Long Papers
- Martingale Foresight Sampling: A Principled Approach to Inference-Time LLM Decoding ↗Huayu Li, ZhengXiao He, Siyuan Tian et al. · Long Papers
- Mary, the Cheeseburger-Eating Vegetarian: Do LLMs Recognize Incoherence in Narratives? ↗Karin De Langis, Püren Öncel, Ryan Peters et al. · Long Papers
- Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding ↗Boqi Chen, Xudong Liu, Jianing Qiu · Student Research Workshop
- Measuring Idiomaticity in Text Embedding Models with epsilon-compositionalitySondre Wold, Étienne Simon, Erik Velldal et al. · Long Papersour summary
- Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas ↗Justin Vasselli, Arturo Martínez Peguero, Frederikus Hudi et al. · Short Papers
- Measuring Mechanistic Independence: Can Bias Be Removed Without Erasing Demographics? ↗Zhengyang Shan, Aaron Mueller · Long Papers
- Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital ↗Moiz Rauf, Sean Papay · Industry Track
- MiSCHiEF: A Benchmark in Minimal-Pairs of Safety and Culture for Holistic Evaluation of Fine-Grained Image-Caption Alignment ↗Sagarika Banerjee, Tangatar Madi, Advait Swaminathan et al. · Short Papers
- Mind Your Special Tokens! On the Importance of Dedicated Sequence-End Tokens in Vision-Language Embedding Models ↗Elio Musacchio, Giovanni Semeraro, Goran Glavaš · Short Papers
- Mind the Gap: Benchmarking LLM Uncertainty and Calibration with Specialty-Aware Clinical QA and Reasoning-Based Behavioural Features ↗Alberto Testoni, Iacer Calixto · Long Papers
- Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach ↗Ryusei Nishide, Makoto Miwa · Long Papers
- MizanQA: A Benchmark for Multi-Answer Moroccan Legal QA ↗Adil Bahaj, Mounir Ghogho · Industry Track
- MobileCity: An Efficient Framework for Large-Scale Urban Behavior Simulation ↗Xiaotong Ye, Nicolas Bougie, Toshihiko Yamasaki et al. · Industry Track
- Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ ↗York Hay Ng, Aditya Khan, Xiang Lu et al. · Student Research Workshop
- Morpheme Matters: Morpheme-Based Subword Tokenization for Korean Language Models ↗DongHyeok Lee, Jeongyeon Park, Kyungbeen Cho et al. · Short Papers
- Multi-Token Completion for Text Anonymization ↗Pulkit Madaan, Krithika Ramesh, Lisa Bauer et al. · Long Papers
- Multilingual Amnesia: On the Transferability of Unlearning in Multilingual LLMs ↗Alireza Dehghanpour Farashah, Aditi Khandelwal, Marylou Fauchard et al. · Long Papers
- Multimodal Evaluation of Russian-language Architectures ↗Artem Chervyakov, Ulyana Isaeva, Anton Emelyanov et al. · Long Papers
- Multimodal Large Language Models for Human-AI Interaction: Foundations, Agents, and Inclusive Applications ↗Shafiq Joty, Enamul Hoque, Ahmed Masry et al. · Tutorial Abstracts
- NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering ↗Kaiwen Shi, Zheyuan Zhang, Zhengqing Yuan et al. · Long Papers
- NP-Hard Lower Bound Complexity for Semantic Self-Verification ↗Robin Young · Long Papers
- Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and ExplanationHamdy Mubarak, Majd Hawasly, Abubakr Mohamed · Long Papersour summary
- Nanda Family: Open-Weights Generative Large Language Models for Hindi ↗Aaryamonvikram Singh, Debopriyo Banerjee, Dhruv Sahnan et al. · Long Papers
- Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration ↗Guozhao Mo, Yanjiang Liu, Yafei Shi et al. · Long Papers
- Nemotron-CrossThink: Scaling Self-Learning beyond Math Reasoning ↗Syeda Nahida Akter, Shrimai Prabhumoye, Matvei Novikov et al. · Long Papers
- Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis ↗Disha Makhija, Manoj Ghuhan Arivazhagan, Vinayshekhar Bannihatti Kumar et al. · Long Papers
- NeuronMoE: Efficient Cross-Lingual Extension via Neuron-Guided Mixture-of-Experts ↗Rongzhi Li, Hitomi Yanaka · Long Papers
- No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR ↗Meizhu Liu, Tao Sheng · Industry Track
- Now You Hear Me: Audio Narrative Attacks Against Large Audio–Language Models ↗Ye Yu, Haibo Jin, Yaoning Yu et al. · Long Papers
- OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets ↗Jiyuan Shen, Yuan Peiyue, Atin Ghosh et al. · Industry Track
- ObjChangeVR: Object State Change Reasoning from Continuous Egocentric Views in VR Environments ↗Shiyi Ding, Shaoen Wu, Ying Chen · Long Papers
- Offline Preference Optimization via Maximum Marginal Likelihood Estimation ↗Saeed Najafi, Alona Fyshe · Long Papers
- On the Additive Compositionality of Task Vectors in Vision–Language Models ↗Yuting Shi, Houjing Wei, Naoya Inoue · Short Papers
- Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning ↗Sanghwan Bae, Jiwoo Hong, Min Young Lee et al. · Long Papers
- Optical Character Recognition for the International Phonetic Alphabet ↗Shu Okabe, Dejvi Zelo, Alexander Fraser · Short Papers
- Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models ↗Alexey Dontsov, Anton Korznikov, Andrey V. Galichin et al. · Short Papers
- Out of Style: RAG's Fragility to Linguistic Variation ↗Tianyu Cao, Neel Bhandari, Akhila Yerukola et al. · Long Papers
- Over-Searching in Search-Augmented Large Language Models ↗Roy Xie, Deepak Gopinath, David Qiu et al. · Long Papers
- PROBES : Performance and Relevance Observation for BEtter Search ↗Sejal Jain, Cyrus Andre DSouza, Jitenkumar Babubhai Rana et al. · Industry Track
- PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs ↗Manuel Frank, Haithem Afli · Long Papers
- PUCP-Metrix: An Open-source and Comprehensive Toolkit for Linguistic Analysis of Spanish Texts ↗Javier Alonso Villegas Luis, Marco Antonio Sobrevilla Cabezudo · System Demonstrations
- PaperSearchQA: Learning to Search and Reason over Scientific Papers with RLVR ↗James Burgess, Jan N. Hansen, Duo Peng et al. · Long Papers
- PartisanLens: A Multilingual Dataset of Hyperpartisan and Conspiratorial Immigration Narratives in European Media ↗Michele Joshua Maggini, Paloma Piot, Anxo Pérez et al. · Long Papers
- PatentVision: A multimodal method for drafting patent applications ↗Ruo Yang, Sai Krishna Reddy Mudhiganti, Manali Sharma · Industry Track
- Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL ↗Yifei Shen, Yilun Zhao, Justice Ou et al. · Long Papers
- PersonaTrace: Synthesizing Realistic Digital Footprints with LLM Agents ↗Minjia Wang, Yunfeng Wang, Xiao Ma et al. · Industry Track
- Personality Editing for Language Models through Adjusting Self-Referential Queries ↗Seojin Hwang, Yumin Kim, Byeongjeong Kim et al. · Long Papers
- Persuasion Tokens for Editing Factual Knowledge in LLMs ↗Paul Youssef, Christin Seifert, Jörg Schlötterer · Short Papers
- PharmaQA.IT: an Italian dataset for Q&A in the pharmaceutical domain ↗Kamyar Zeinalipour, Andrea Zugarini, Asya Zanollo et al. · Industry Track
- PictureStories: Predicting the Task Adherence of Language Learner Answers to a Picture Story-Based Writing Task ↗Marie Bexte, Andrew Caines, Diane Nicholls et al. · Long Papers
- Pioneering Bot Detection on Polish Reddit at the Comment Level ↗Karmela Matyjaszek · Student Research Workshop
- Plasticity vs. Rigidity: The Impact of Low-Rank Adapters on Reasoning on a Micro-Budget ↗Zohaib Khan, Omer Tafveez, Zoha Hayat Bhatti · Student Research Workshop
- Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions ↗Léo Labat, Etienne Ollion, François Yvon · Long Papers
- PortOldBERT: Portuguese Historical Language Models ↗Tomas Freitas Osorio, Henrique Lopes Cardoso · Long Papers
- Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios ↗Rishabh Kumar, Amrith Krishna, Ganesh Ramakrishnan et al. · Short Papers
- Principled Self-Correction in Discrete Diffusion: A UCB-Guided Framework for Text Generation ↗Masaki Asada, Makoto Miwa · Long Papers
- Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge ↗Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du et al. · System Demonstrations
- Probabilistic Bilingual Subword Segmentation with Latent Subword Alignment ↗Shoto Nishida, Daiki Matsui, Takashi Ninomiya et al. · Student Research Workshop
- Progressive Visual Refinement for Multi-modal Summarization ↗Ye Xiong, Hidetaka Kamigaito, Soichiro Murakami et al. · Short Papers
- PromptFE: Automated Feature Engineering by Prompting ↗Yufeng Zou, Jean Utke, Diego Klabjan et al. · Long Papers
- PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance ↗Chang Shen, Shaozu Yuan, Kuizong Wu et al. · System Demonstrations
- Pseudo-Likelihood Training for Reasoning Diffusion Language Models ↗Shiv Shankar · Long Papers
- QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models ↗Maximilian Kreutner, Jens Rupprecht, Georg Ahnert et al. · System Demonstrations
- Quality-Aware Adversarial Ensemble for Singer Identification in 1960s Tamil Film Music ↗Sathiyakugan Balakrishnan, Uthayasanker Thayasivam · Student Research Workshop
- Query Decomposition for RAG: Balancing Exploration-Exploitation ↗Roxana Petcu, Kenton Murray, Daniel Khashabi et al. · Long Papers
- RAFFLES: Reasoning-based Attribution of Faults for LLM Systems ↗Chenyang Zhu, Spencer Hong, Jingyu Wu et al. · Long Papers
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