📰 EACL 2026: all accepted papers

635 papers · page 1 of 7 · the most cited first · ← EACL 2026

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1. Teams of LLM Agents can Exploit Zero-Day VulnerabilitiesYuxuan Zhu, Antony Kellermann, Akul Gupta et al. · Long Papers9 citations
2. Dynamic Cheatsheet: Test-Time Learning with Adaptive MemoryMirac Suzgun, Mert Yuksekgonul, Federico Bianchi et al. · Long Papers8 citations
3. Generating Multi-Aspect Queries for Conversational SearchZahra Abbasiantaeb, Simon Lupart, Mohammad Aliannejadi · Long Papers5 citations
4. Knowing When to Abstain: Medical LLMs Under Clinical UncertaintySravanthi Machcha, Sushrita Yerra, Sahil Gupta et al. · Long Papers5 citations
5. Do language models accommodate their users? A study of linguistic convergenceTerra Blevins, Susanne Schmalwieser, Benjamin Roth · Long Papers4 citations
6. Large Language Models as Oracles for Ontology AlignmentSviatoslav Lushnei, Dmytro Shumskyi, Severyn Shykula et al. · Long Papers4 citations · our summary
7. SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific LiteratureHang Ding, Yilun Zhao, Tiansheng Hu et al. · Long Papers4 citations
8. Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QAJongwoo Park, Kanchana Ranasinghe, Kumara Kahatapitiya et al. · Long Papers4 citations
9. When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM EvaluationAbeer Badawi, Elahe Rahimi, Md Tahmid Rahman Laskar et al. · Long Papers4 citations
10. Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMsYuxuan Jiang, Francis Ferraro · Long Papers3 citations
11. Cetvel: A Unified Benchmark for Evaluating Language Understanding, Generation and Cultural Capacity of LLMs for TurkishYakup Abrek Er, Ilker Kesen, Gözde Gül Şahin et al. · Long Papers3 citations
12. Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation SystemsKin Kwan Leung, Mouloud Belbahri, Yi Sui et al. · Long Papers3 citations
13. Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge GraphsDaniel Steinigen, Roman Teucher, Timm Heine Ruland et al. · System Demonstrations3 citations
14. Fake News Detection Strategies under Dataset Bias: Using Large-scale Coarse-grained LabelsYuki Kishi, Yuji Arima, Hitoshi Iyatomi · Student Research Workshop3 citations
15. H-MEM: Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM AgentsHaoran Sun, Shaoning Zeng, Bob Zhang · Long Papers3 citations
16. InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and ReflectionYuhang Liu, Pengxiang Li, Zishu Wei et al. · Long Papers3 citations
17. Instructional Agents: Reducing Teaching Faculty Workload through Multi-Agent Instructional DesignHuaiyuan Yao, Wanpeng Xu, Justin Turnau et al. · Long Papers3 citations
18. IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner ModelingJones David, Shreya Ghosh · System Demonstrations3 citations
19. AICD Bench: A Challenging Benchmark for AI-Generated Code DetectionDaniil Orel, Dilshod Azizov, Indraneil Paul et al. · Long Papers2 citations
20. Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline OptimizationAnum Afzal, Xueru Zheng, Florian Matthes · Industry Track2 citations
21. Beyond Understanding: Evaluating the Pragmatic Gap in LLMs' Cultural Processing of Figurative LanguageMena Attia, Aashiq Muhamed, Mai Alkhamissi et al. · Long Papers2 citations
22. CRADLE Bench: A Clinician-Annotated Benchmark for Multi-Faceted Mental Health Crisis and Safety Risk DetectionGrace Byun, Rebecca Lipschutz, Sean T. Minton et al. · Long Papers2 citations
23. ConLID: Supervised Contrastive Learning for Low-Resource Language IdentificationNegar Foroutan, Jakhongir Saydaliev, Grace Kim et al. · Long Papers2 citations
24. Controlling Reading Ease with Gaze-Guided Text GenerationAndreas Säuberli, Darja Jepifanova, Diego Frassinelli et al. · Long Papers2 citations
25. Decoding the Market's Pulse: Context-Enriched Agentic Retrieval Augmented Generation for Predicting Post-Earnings Price ShocksChenhui Li, Weihai Lu · Long Papers2 citations
26. Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMsChi Zhang, Wenxuan Ding, Jiale Liu et al. · Long Papers2 citations
27. Explaining Generalization of AI-Generated Text Detectors Through Linguistic AnalysisYuxi Xia, Kinga Stańczak, Benjamin Roth · Long Papers2 citations
28. FaithLM: Towards Faithful Explanations for Large Language ModelsYu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang et al. · Long Papers2 citations
29. Guided by the Plan: Enhancing Faithful Autoregressive Text-to-Audio Generation with Guided DecodingJuncheng Wang, Zhe Hu, Chao Xu et al. · Long Papers2 citations
30. HateXScore: A Metric Suite for Evaluating Reasoning Quality in Hate Speech ExplanationsYujia Hu, Roy Ka-Wei Lee · Long Papers2 citations
31. Helios: A Foundational Language Model for Smart Energy Knowledge Reasoning and ApplicationHaoyu Jiang, Fanjie Zeng, Boan Qu et al. · Long Papers2 citations
32. Hierarchical Text Classification with LLM-Refined TaxonomiesJonas Golde, Nicolaas Paul Jedema, RaviKiran Krishnan et al. · Long Papers2 citations
33. Intention Knowledge Graph Construction for User Intention Relation ModelingJiaxin Bai, Zhaobo Wang, Junfei Cheng et al. · Long Papers2 citations
34. KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checkingVítor Lourenço, Aline Paes, Tillman Weyde et al. · Long Papers2 citations
35. KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context InferenceSai Gokhale, Devleena Das, Rajeev Patwari et al. · Industry Track2 citations
36. Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool CallingBenjamin Elder, Anupama Murthi, Jungkoo Kang et al. · Long Papers2 citations
37. MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical SkillsZonghai Yao, Zihao Zhang, Chaolong Tang et al. · Long Papers2 citations
38. MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare SettingsJean-Philippe Corbeil, Minseon Kim, Maxime Griot et al. · Industry Track2 citations
39. MetaLead: A Comprehensive Human-Curated Leaderboard Dataset for Transparent Reporting of Machine Learning ExperimentsRoelien C. Timmer, Necva Bölücü, Stephen Wan · Long Papers2 citations
40. NLP for Social Good: A Survey and Outlook of Challenges, Opportunities and Responsible DeploymentAntonia Karamolegkou, Angana Borah, Eunjung Cho et al. · Long Papers2 citations
41. On the Mathematical Relationship Between Layer Normalization and Dynamic Activation FunctionsFelix Stollenwerk · Short Papers2 citations
42. Persona Prompting as a Lens on LLM Social ReasoningJing Yang, Moritz Hechtbauer, Elisabeth Khalilov et al. · Long Papers2 citations
43. ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented GenerationAkshay Verma, Swapnil Gupta, Siddharth Pillai et al. · Industry Track2 citations
44. Rethinking Prompt Optimizers: From Prompt Merits to OptimizationZixiao Zhu, Hanzhang Zhou, Zijian Feng et al. · Long Papers2 citations
45. TDFlow: Agentic Workflows for Test Driven DevelopmentKevin Han, Siddharth Maddikayala, Tim Knappe et al. · Long Papers2 citations
46. Text Classification Under Class Distribution Shift: A SurveyAdriana Valentina Costache, Silviu-Florin Gheorghe, Eduard Poesina et al. · Long Papers2 citations
47. ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial GenerationPeiran Li, Jan Fillies, Adrian Paschke · Long Papers2 citations
48. Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language ModelsSarah Ball, Frauke Kreuter, Nina Panickssery · Long Papers2 citations
49. A Review of Incorporating Psychological Theories in LLMsZizhou Liu, Ziwei Gong, Lin Ai et al. · Long Papers1 citation
50. A Survey on LLM-based Conversational User SimulationBo Ni, Yu Wang, Leyao Wang et al. · Long Papers1 citation
51. A Survey on Multilingual Mental Disorders Detection from Social Media DataAna-Maria Bucur, Marcos Zampieri, Tharindu Ranasinghe et al. · Long Papers1 citation
52. AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System InvestmentsArio Saeid Vaghefi, Aymane Hachcham, Veronica Grasso et al. · System Demonstrations1 citation
53. ARGSBASE: A Multi-Agent Interface for Structured Human–AI DeliberationFrieso Turkstra, Sara Nabhani, Khalid Al Khatib · System Demonstrations1 citation
54. Active Generalized Category Discovery with Diverse LLM FeedbackHenry Peng Zou, Siffi Singh, Yi Nian et al. · Long Papers1 citation
55. Active Learning for Corpus Refinement: Cost-Effective Preprocessing to Improve Validity of Applied Quantitative Text AnalysisJakob Steglich, Stephan Poppe · Student Research Workshop1 citation
56. Adaptive Data Flywheel: Applying MAPE Control Loops to AI Agent ImprovementAaditya Shukla, Sidney Knowles, Meenakshi Madugula et al. · Industry Track1 citation
57. Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver CompositionLei Xu, Pierre Beckmann, Marco Valentino et al. · Long Papers1 citation
58. AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African LanguagesKosei Uemura, Miaoran Zhang, David Ifeoluwa Adelani · Long Papers1 citation
59. Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language ModelsVitalii Hirak, Jaap Jumelet, Arianna Bisazza · Long Papers1 citation
60. BLUR: A Bi-Level Optimization Approach for LLM UnlearningHadi Reisizadeh, Jinghan Jia, Zhiqi Bu et al. · Long Papers1 citation
61. Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden's J statisticStephane Collot, Colin Fraser, Justin Zhao et al. · Industry Track1 citation
62. BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language ModelsChuyuan Li, Giuseppe Carenini · Long Papers1 citation
63. Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept RecognitionShanshan Liu, Noriki Nishida, Fei Cheng et al. · Long Papers1 citation
64. Beyond One-Step Distillation: Bridging the Capacity Gap in Small Language Models via Multi-Step Knowledge TransferGaeun Yim, Nayoung Ko, Manasa Bharadwaj · Student Research Workshop1 citation
65. Beyond Random Sampling: Efficient Language Model Pretraining via Curriculum LearningYang Zhang, Amr Mohamed, Hadi Abdine et al. · Long Papers1 citation · our summary
66. BigTokDetect: A Clinically-Informed Vision–Language Modeling Framework for Detecting Pro-Bigorexia Videos on TikTokMinh Duc Chu, Kshitij Pawar, Zihao He et al. · Long Papers1 citation
67. Boundary-Aware LLM Augmentation for Low-Resource Event Argument ExtractionZhaoyue Sun, Gabriele Pergola, Yulan He · Long Papers1 citation
68. CAPID: Context-Aware PII Detection for Question-Answering SystemsMariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad et al. · Student Research Workshop1 citation
69. Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language ModelsGabriele Maraia, Leonardo Ranaldi, Marco Valentino et al. · Long Papers1 citation
70. Can MLLMs Find Their Way in a City? Exploring Emergent Navigation from Web-Scale KnowledgeDwip Dalal, Utkarsh Mishra, Narendra Ahuja et al. · Long Papers1 citation
71. Chat-Ghosting: Methods for Auto-Completion in Dialog SystemsAnubhab Mandal, Sandeep Mishra, Bishal Santra et al. · Long Papers1 citation
72. Common Sense or Ableism? Rethinking Commonsense Reasoning Through the Lens of DisabilityKarina H Halevy, Kimi Wenzel, Seyun Kim et al. · Short Papers1 citation
73. Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical ReportsNikita Neveditsin, Pawan Lingras, Salil Patil et al. · Industry Track1 citation
74. Comprehensive Comparison of RAG Methods Across Multi-Domain Conversational QAKlejda Alushi, Jan Strich, Chris Biemann et al. · Student Research Workshop1 citation
75. ConvApparel: A Benchmark Dataset and Validation Framework for User Simulators in Conversational RecommendersOfer Meshi, Krisztian Balog, Sally Goldman et al. · Long Papers1 citation
76. Coordinates from Context: Using LLMs to Ground Complex Location ReferencesTessa Masis, Brendan O'Connor · Long Papers1 citation
77. Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles LabelingAnas Belfathi, Nicolas Hernandez, Monceaux Laura et al. · Long Papers1 citation
78. DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal ReasoningNithin Sivakumaran, Justin Chen, David Wan et al. · Long Papers1 citation
79. DIALECTIC: A Multi-Agent System for Startup EvaluationJae Yoon Bae, Simon Malberg, Joyce Ann Clarize Galang et al. · Industry Track1 citation
80. Democratic or Authoritarian? Probing a New Dimension of Political Biases in Large Language ModelsDavid Guzman Piedrahita, Irene Strauss, Rada Mihalcea et al. · Long Papers1 citation
81. Different Time, Different Language: Revisiting the Bias Against Non-Native Speakers in GPT DetectorsAdnan Al Ali, Jindřich Helcl, Jindřich Libovický · Student Research Workshop1 citation
82. Discourse Graph Guided Document Translation with Large Language ModelsViet Thanh Pham, Minghan Wang, Hao-Han Liao et al. · Long Papers1 citation
83. Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context LearningChengsong Huang, Langlin Huang, Jiaxin Huang · Long Papers1 citation
84. Do Audio LLMs Really LISTEN, or Just Transcribe? Measuring Lexical vs. Acoustic Emotion Cues RelianceJingyi Chen, Zhimeng Guo, Jiyun Chun et al. · Long Papers1 citation
85. Do Psychometric Tests Work for Large Language Models? Evaluation of Tests on Sexism, Racism, and MoralityJana Jung, Marlene Lutz, Indira Sen et al. · Long Papers1 citation
86. Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMsAditya Sanjiv Kanade, Tanuja Ganu · Long Papers1 citation
87. Don't Trust Generative Agents to Mimic Communication on Social Networks Unless You Benchmarked their Empirical RealismSimon Münker, Nils Schwager, Achim Rettinger · Long Papers1 citation
88. Evaluating the Effect of Retrieval Augmentation on Social BiasesTianhui Zhang, Yi Zhou, Danushka Bollegala · Long Papers1 citation
89. Exploring Generative Process Reward Modeling for Semi-Structured Data: A Case Study of Table Question AnsweringLei Tang, Wei Zhou, Mohsen Mesgar · Short Papers1 citation
90. Exploring the Semantic Space of Second Language LearnersTrisha Godara, Rui He, Wolfram Hinzen et al. · Student Research Workshop1 citation
91. FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive LearningMinh Ngoc Ta, Dong Cao Van, Duc-Anh Hoang et al. · Long Papers1 citation
92. FiMMIA: scaling semantic perturbation-based membership inference across modalitiesAnton Emelyanov, Sergei Kudriashov, Alena Fenogenova · System Demonstrations1 citation
93. From Detection to Explanation: Modeling Fine-Grained Emotional Social Influence Techniques with LLMs and Human PreferencesMaciej Markiewicz, Wiktoria Mieleszczenko-Kowszewicz, Beata Bajcar et al. · Student Research Workshop1 citation
94. GRAVITY: A Framework for Personalized Text Generation via Profile-Grounded Synthetic PreferencesPriyanka Dey, Daniele Rosa, Wenqing Zheng et al. · Long Papers1 citation
95. Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is SufficientClovis Varangot-Reille, Christophe Bouvard, Antoine Gourru · Student Research Workshop1 citation
96. Generative Personality Simulation via Theory-Informed Structured InterviewPengda Wang, Huiqi Zou, Han Jiang et al. · Long Papers1 citation
97. How DDAIR you? Disambiguated Data Augmentation for Intent RecognitionGalo Castillo-López, Alexis Lombard, Nasredine Semmar et al. · Short Papers1 citation
98. How Quantization Shapes Bias in Large Language ModelsFederico Marcuzzi, Xuefei Ning, Roy Schwartz et al. · Long Papers1 citation
99. Hype or not? Formalizing Automatic Promotional Language Detection in Biomedical ResearchBojan Batalo, Erica K. Shimomoto, Dipesh Satav et al. · Long Papers1 citation
100. Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim DetectionIvan Vykopal, Antonia Karamolegkou, Jaroslav Kopčan et al. · Long Papers1 citation

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