EACL 2026: all accepted papers
- Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs ↗Franziska Weeber, Tanise Ceron, Sebastian Padó · Long Papers
- DocPolarBERT: A Pre-trained Model for Document Understanding with Relative Polar Coordinate Encoding of Layout Structures ↗Benno Uthayasooriyar, Antoine Ly, Franck Vermet et al. · Long Papers
- Document-Level Zero-Shot Relation Extraction with Entity Side Information ↗Mohan Raj Chanthran, Lay-Ki Soon, Ong Huey Fang et al. · Long Papers
- Domain Adaptation of Image Encoder for Multimodal Manga Translation ↗Kota Manabe, Tomoyuki Kajiwara, Takashi Ninomiya et al. · Student Research Workshop
- Don't Generate, Classify! Low-Latency Prompt Optimization with Structured Complementary Prompt ↗Hee-Soo Kim, Jun-Young Kim, Jeong-Hwan Lee et al. · Long Papers
- Don't Judge a Book by its Cover: Testing LLMs' Robustness Under Logical Obfuscation ↗Abhilekh Borah, Shubhra Ghosh, Kedar Joshi et al. · Long Papers
- DuwatBench: Bridging Language and Visual Heritage through an Arabic Calligraphy Benchmark for Multimodal Understanding ↗Shubham Patle, Sara Ghaboura, Hania Tariq et al. · Long Papers
- EACL 2026 Student Research Workshop: Mentorship Program Report ↗Selene Báez Santamaría, Sai Ashish Somayajula, Atsuki Yamaguchi · Student Research Workshop
- ELLA: Efficient Lifelong Learning for Adapters in Large Language Models ↗Shristi Das Biswas, Yue Zhang, Anwesan Pal et al. · Long Papers
- ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs ↗Hangyeol Yoo, ChangSu Choi, Minjun Kim et al. · Industry Track
- ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment ↗Li-Yang Chang, Chih-Ming Chen, Hen-Hsen Huang et al. · System Demonstrations
- Early-Exit and Instant Confidence Translation Quality EstimationVilém Zouhar, Maike Züfle, Beni Egressy et al. · Long Papersour summary
- EduPulse: A Practical LLM-Enhanced Opinion Mining System for Vietnamese Student Feedback in Educational Platforms ↗Xuan Phuc Nguyen, Xuan Phi Nguyen, Vinh Tiep Nguyen et al. · Industry Track
- Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages ↗Jonathan Davidov, Aviv Slobodkin, Shmuel Tomi Klein et al. · Long Papers
- Efficient Low-Resource Language Models Using Tokenizer Transfer ↗Gustaf Gren, Murathan Kurfali · Student Research Workshop
- Elections go bananas: A First Large-scale Multilingual Study of Pluralia Tantum using LLMs ↗Elena Spaziani, Kamyar Zeinalipour, Pierluigi Cassotti et al. · Long Papers
- Emotionally Charged, Logically Blurred: AI-driven Emotional Framing Impairs Human Fallacy Detection ↗Yanran Chen, Lynn Greschner, Roman Klinger et al. · Long Papers
- Encoding and Decoding Language in the Brain with Language Models ↗Anuja Negi, Mathis Lamarre, Christine Tseng et al. · Tutorial Abstracts
- Energy Matching based Preference Learning for Diffusion Language Models ↗Shiv Shankar · Student Research Workshop
- Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models ↗Atharvan Dogra, Soumya Suvra Ghosal, Ameet Deshpande et al. · Long Papers
- Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning ↗Qifan Yu, Zhenyu He, Sijie Li et al. · Long Papers
- Enhancing User Safety: Context-Aware Detection of Offensive Query-Ad Pairs in Multimodal Search Advertising ↗Gaurav Kumar, Qiangjian Xi, Tanmaya Shekhar Dabral et al. · Industry Track
- Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations ↗Zhiyu Xue, Reza Abbasi-Asl, Ramtin Pedarsani · Long Papers
- Entropy-Gated Branching for Efficient Test-Time Reasoning ↗Xianzhi Li, Ethan Callanan, Abdellah Ghassel et al. · Long Papers
- EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation ↗Adam Dejl, Jonathan Pearson · System Demonstrations
- Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders ↗Aaron J. Li, Suraj Srinivas, Usha Bhalla et al. · Long Papers
- Evaluating Cost-Efficiency of LLMs in a RAG Setup on Polish Wikipedia: Quality vs. Energy Consumption ↗Patrycja Smits, Tomasz Walkowiak · Student Research Workshop
- Evaluating the Impact of SAE-based Language Steering on LLM Performance ↗Sebastian Zwirner, Wentao Hu, Koshiro Aoki et al. · Student Research Workshop
- Evaluating the Pre-Consultation Ability of LLMs using Diagnostic Guidelines ↗Jean Seo, Gibaeg Kim, Kihun Shin et al. · Industry Track
- Evaluation and LLM-Guided Learning of ICD Coding Rationales ↗Mingyang Li, Viktor Schlegel, Tingting Mu et al. · Long Papers
- Evaluation of Deontic Conditional Reasoning in Large Language Models: The Case of Wason's Selection Task ↗Hirohiko Abe, Kentaro Ozeki, Risako Ando et al. · Short Papers
- Evidential Semantic Entropy for LLM Uncertainty Quantification ↗Lucie Kunitomo-Jacquin, Edison Marrese-Taylor, Ken Fukuda et al. · Long Papers
- ExAnte: A Benchmark for Ex-Ante Inference in Large Language Models ↗Yachuan Liu, Xiaochun Wei, Lin Shi et al. · Long Papers
- ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images ↗Mathieu Sibue, Andrés Muñoz Garza, Samuel Mensah et al. · Long Papers
- Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models ↗Qiao Liang, Yanjiang Liu, Weixiang Zhou et al. · Long Papers
- Exploring Cross-Lingual Voice Conversion Methods for Anonymizing Low-Resource Text-to-Speech ↗Shenran Wang, Aidan Pine, Mengzhe Geng · Short Papers
- Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models ↗Francesco Maria Molfese, Momchil Hardalov, Rexhina Blloshmi et al. · Short Papers
- Extending Audio Context for Long-Form Understanding in Large Audio-Language Models ↗Yuatyong Chaichana, Pittawat Taveekitworachai, Warit Sirichotedumrong et al. · Long Papers
- FFE-Hallu: Hallucinations in Fixed Figurative Expressions: A Benchmark of Idioms and Proverbs in the Persian Language ↗Faezeh Hosseini, Mohammadali Yousefzadeh, Yadollah Yaghoobzadeh · Long Papers
- FanarGuard: A Culturally-Aware Moderation Filter for Arabic Language Models ↗Masoomali Fatehkia, Enes Altinisik, Husrev Taha Sencar · Long Papers
- Feedback-Aware Prompt Optimization Framework for Generating Job Postings ↗Suraj Maharjan, Ainur Yessenalina, Srinivasan H. Sengamedu · Industry Track
- Finding Culture-Sensitive Neurons in Vision-Language Models ↗Xiutian Zhao, Rochelle Choenni, Rohit Saxena et al. · Long Papers
- Form and Meaning in Intrinsic Multilingual Evaluations ↗Wessel Poelman, Miryam de Lhoneux · Long Papers
- FormGym: Doing Paperwork with Agents ↗Matthew Toles, Isaac Song, Rattandeep Singh et al. · Long Papers
- From Delegates to Trustees: How Optimizing for Long-Term Interests Shapes Bias and Alignment in LLMs ↗Suyash Fulay, Jocelyn Zhu, Michiel A. Bakker · Long Papers
- From Emotion to Expression: Theoretical Foundations and Resources for Fear Speech ↗Vigneshwaran Shankaran, Gabriella Lapesa, Claudia Wagner · Long Papers
- From Paper to Structured JSON: An Agentic AI Workflow for Compliant BMR Digital Transformation ↗Bhavik Agarwal, Nidhi Bendre, Viktoria Rojkova · Industry Track
- From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning ↗Aayushee Gupta · Student Research Workshop
- Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs ↗Arya Labroo, Ivaxi Sheth, Vyas Raina et al. · Short Papers
- GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection ↗Kai Yao, Zhenghan Song, Kaixin Wu et al. · Long Papers
- GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval ↗Justus-Jonas Erker, Nils Reimers, Iryna Gurevych · Long Papers
- Gender and Politeness Perception: A Novel Approach for Exploring Annotations DisagreementAhmad Aljanaideh · Long Papersour summary
- GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval ↗Faezeh Safari, Hang Dong, Zeyu Fu et al. · Student Research Workshop
- H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents ↗Zihe Ye, Jingyuan Huang, Weixin Chen et al. · Long Papers
- H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs ↗Selim Furkan Tekin, Fatih Ilhan, Sihao Hu et al. · Long Papers
- HALP: Detecting Hallucinations in Vision-Language Models without Generating a Single Token ↗Sai Akhil Kogilathota, Sripadha Vallabha E G, Luzhe Sun et al. · Long Papers
- Hacking Neural Evaluation Metrics with Single Hub Text ↗Hiroyuki Deguchi, Katsuki Chousa, Yusuke Sakai · Short Papers
- HalluZig: Hallucination Detection using Zigzag Persistence ↗Shreyas N. Samaga, Gilberto Gonzalez Arroyo, Tamal K. Dey · Long Papers
- Happiness is Sharing a Vocabulary: A Study of Transliteration Methods ↗Haeji Jung, Jinju Kim, Kyungjin Kim et al. · Long Papers
- HarfoSokhan: A Comprehensive Parallel Dataset for Transitions between Persian Colloquial and Formal Variations ↗Hamid Jahad Sarvestani, Vida Ramezanian, Saee Saadat et al. · Long Papers
- Hey, wait a minute: on at-issue sensitivity in Language Models ↗Sanghee J. Kim, Kanishka Misra · Short Papers
- Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models ↗Jeongwoo Lee, Baek Duhyeong, Eungyeol Han et al. · Student Research Workshop
- HotelQuEST: Balancing Quality and Efficiency in Agentic Search ↗Guy Hadad, Shadi Iskander, Sofia Tolmach et al. · Industry Track
- How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective ↗Van Bach Nguyen, Jörg Schlötterer, Christin Seifert · Long Papers
- How Do Language Models Acquire Character-Level Information? ↗Soma Sato, Ryohei Sasano · Long Papers
- How Do Lexical Senses Correspond Between Spoken German and German Sign Language? ↗Melis Çelikkol, Wei Zhao · Student Research Workshop
- How Good Are LLMs at Processing Tool Outputs? ↗Kiran Kate, Yara Rizk, Poulami Ghosh et al. · Long Papers
- How Much Pretraining Does Structured Data Need? ↗Daniel Fadlon, Kfir Bar · Long Papers
- How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains ↗Reza Khanmohammadi, Erfan Miahi, Simerjot Kaur et al. · Long Papers
- How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities ↗Aly M. Kassem, Bernhard Schölkopf, Zhijing Jin · Long Papers
- How effective are VLMs in assisting humans in inferring the quality of mental models from Multimodal short answers? ↗Pritam Sil, Durgaprasad Karnam, Vinay Reddy Venumuddala et al. · Long Papers
- Humans and transformer LMs: Abstraction drives language learning ↗Jasper Jian, Christopher D Manning · Long Papers
- I know you are different! Towards Persona Driven Knowledge-infused Dialogue Assistant ↗Shifali Agrahari, Moushumi Mahato, Abhisek Tiwari et al. · Long Papers
- IDEAlign: Comparing Ideas of Large Language Models to Domain Experts ↗HyunJi Nam, Lucía Langlois, Jim Malamut et al. · Long Papers
- INSURE-Dial: A Phase-Aware Conversational Dataset Benchmark for Compliance Verification and Phase Detection ↗Shubham Kulkarni, Alexander Lyzhov, Preetam Joshi et al. · Long Papers
- IYKYK: Using language models to decode extremist cryptolects ↗Christine de Kock, Arij Riabi, Zeerak Talat et al. · Long Papers
- Identifying Fine-grained Forms of Populism in Political Discourse: A Case Study on Donald Trump's Presidential Campaigns ↗Ilias Chalkidis, Stephanie Brandl, Paris Aslanidis · Long Papers
- If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models ↗Jasmin Orth, Philipp Mondorf, Barbara Plank · Long Papers
- Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models ↗Zongyu Wu, Minhua Lin, Zhiwei Zhang et al. · Long Papers
- Improving LLM Domain Certification with Pretrained Guide Models ↗Jiaqian Zhang, Zhaozhi Qian, Faroq AL-Tam et al. · Long Papers
- Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging ↗Alphaeus Dmonte, Vidhi Gupta, Daniel J Perry et al. · Industry Track
- In-Image Machine Translation. A Preliminary Modular Approach ↗Sergio Gomez Gonzalez, Miguel Domingo, Francisco Casacuberta · Student Research Workshop
- Incentivizing Strong Reasoning from Weak Supervision ↗Yige Yuan, Teng Xiao, Shuchang Tao et al. · Long Papers
- IndicJR: A Judge-Free Benchmark of Jailbreak Robustness in South Asian Languages ↗Priyaranjan Pattnayak, Sanchari Chowdhuri · Industry Track
- Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes ↗Johann Frei, Nils Feldhus, Lisa Raithel et al. · System Demonstrations
- Infinity-MoE: Generalizing Mixture of Experts to Infinite Experts ↗Shota Takashiro, Takeshi Kojima, Shohei Taniguchi et al. · Short Papers
- InkSight: Towards AI-Aided Historical Manuscript Analysis ↗Andrey Sakhovskiy, Ivan Ulitin, Emilia Bojarskaja et al. · System Demonstrations
- Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact ↗Hyunji Lee, Seunghyun Yoon, Yunjae Won et al. · Long Papers
- Integrity Shield A System for Ethical AI Use & Authorship Transparency in Assessments ↗Ashish Raj Shekhar, Shiven Agarwal, Priyanuj Bordoloi et al. · System Demonstrations
- Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation ↗Weiwen Su, Yuhan Zhou, Zihan Wang et al. · Student Research Workshop
- Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? ↗Matteo Gay, Coleman Haley, Mario Giulianelli et al. · Long Papers
- Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks ↗Masaya Tsunokake, Yuta Koreeda, Terufumi Morishita et al. · Industry Track
- It's All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models ↗Cristian Santini, Marieke van Erp, Mehwish Alam · Long Papers
- Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs ↗James Beetham, Souradip Chakraborty, Mengdi Wang et al. · Long Papers
- JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models' Detection of Human risky health behavior Content in Jirai Community ↗Yunze Xiao, Tingyu He, Lionel Z. Wang et al. · Long Papers
- Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking ↗Rheeya Uppaal, Phu Mon Htut, Min Bai et al. · Long Papers
- K-LegalDeID: A Benchmark Dataset and KLUEBERT-CRF for De-identification in Korean Court Judgments ↗Wooseok Choi, Hyungbin Kim, Yon Dohn Chung · Long Papers
- KAD: A Framework for Proxy-based Test-time Alignment with Knapsack Approximation Deferral ↗Ayoub Hammal, Pierre Zweigenbaum, Caio Corro · Long Papers
- Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities ↗Hans Hergen Lehmann, Jae Hee Lee, Steven Schockaert et al. · Long Papers
- Knowledge Augmentation Enhances Token Classification for Recipe Understanding ↗Nuhu Ibrahim, Robert Stevens, Riza Batista-Navarro · Long Papers
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