📰 EACL 2026 — accepted papers

EACL 2026 is the 2026 edition of the Conference of the European Chapter of the Association for Computational Linguistics (EACL), held in Rabat, Morocco, March 2026 (publisher: Association for Computational Linguistics). The ACL Anthology lists 635 papers of it in 6 tracks; our library holds 14 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Long Papers394Industry Track71Student Research Workshop71Short Papers51System Demonstrations44Tutorial Abstracts4

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

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

All accepted papers (635)

The most cited first; 14 with our summary link to their page here, the others to the original.

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

See all 635 papers in EACL 2026 — accepted papers →

📄 Papers with our summary in our library (14)

The most cited first (OpenAlex citations plus our library's).

1. Beyond Random Sampling: Efficient Language Model Pretraining via Curriculum LearningConference of the European Chapter of the Association for Computational Linguistics (EACL)Yang Zhang, Amr Mohamed, Hadi Abdine, et al.2026 · 7 citations
2. Early-Exit and Instant Confidence Translation Quality EstimationConference of the European Chapter of the Association for Computational Linguistics (EACL)Vilém Zouhar, Maike Züfle, Beni Egressy, et al.2026 · 6 citations
3. Large Language Models as Oracles for Ontology AlignmentConference of the European Chapter of the Association for Computational Linguistics (EACL)Sviatoslav Lushnei, Dmytro Shumskyi, Severyn Shykula, et al.2026 · 4 citations
4. Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and ExplanationHamdy Mubarak, Majd Hawasly, Abubakr Mohamed2026 · 3 citations
5. When Flores Bloomz Wrong: Cross-Direction Contamination in Machine Translation EvaluationConference of the European Chapter of the Association for Computational Linguistics (EACL)David Tan, Pinzhen Chen, Josef van Genabith, et al.2026 · 2 citations
6. Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic DatasetsConference of the European Chapter of the Association for Computational Linguistics (EACL)Omar Momen, Emilie Sitter, Berenike Herrmann, et al.2026 · 1 citation
7. Tug-of-war between idioms' figurative and literal interpretations in LLMsConference of the European Chapter of the Association for Computational Linguistics (EACL)Soyoung Oh, Xinting Huang, Mathis Pink, et al.2026 · 1 citation
8. Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic SpeechConference of the European Chapter of the Association for Computational Linguistics (EACL)Mohd Mujtaba Akhtar, Girish, Farhan Sheth, et al.2026
9. Gender and Politeness Perception: A Novel Approach for Exploring Annotations DisagreementConference of the European Chapter of the Association for Computational Linguistics (EACL)Ahmad Aljanaideh2026
10. Machine translation Evaluation Eng-Thai MQM Ranking datasetConference of the European Chapter of the Association for Computational Linguistics (EACL)Phichet Phuangrot, Natdanai Trintawat, Kanawat Vilasri, et al.2026
11. SearchLLM: Detecting LLM Paraphrased Text by Measuring the Similarity with Regeneration of the Candidate Source via Search EngineConference of the European Chapter of the Association for Computational Linguistics (EACL)Hoang-Quoc Nguyen-Son, Minh-Son Dao, Koji Zettsu2026
12. Measuring Idiomaticity in Text Embedding Models with epsilon-compositionalityConference of the European Chapter of the Association for Computational Linguistics (EACL)Sondre Wold, Étienne Simon, Erik Velldal, et al.2026
13. Detecting Latin in Historical Books with Large Language Models: A Multimodal BenchmarkConference of the European Chapter of the Association for Computational Linguistics (EACL)Yu Wu, Ke Shu, Jonas Fischer, et al.2026
14. SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent SpaceConference of the European Chapter of the Association for Computational Linguistics (EACL)Viktoriia Zinkovich, Anton Antonov, Andrei Spiridonov, et al.2026

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (4)📏Evaluation & benchmarks (4)🔁Machine translation (3)🧷Idioms & multiword expressions (3)🧮Reasoning (1)🕸️Knowledge graphs & ontologies (1)Latin (1)Semitic languages (1)🔍Information retrieval & search (1)🧒Psycholinguistics & language acquisition (1)🖼️Vision & language (1)

📚 Fields

🎭Arts and Humanities (14)🖥️Computer Science (13)💭Psychology (1)🤝Social Sciences (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Karlsruhe Institute of TechnologyKarlsruhe · Germany1 work here🎓National Research University Higher School of EconomicsMoscow · Russia1 work here🎓Queen's University BelfastBelfast · United Kingdom1 work here🎓University of HelsinkiHelsinki · Finland1 work here🎓University of UlsterColeraine · United Kingdom1 work here🎓Bentley UniversityWaltham · United States1 work here🎓École PolytechniquePalaiseau · France1 work here🎓Chulalongkorn UniversityBangkok · Thailand1 work here🎓King's College LondonLondon · United Kingdom1 work here🎓University of OsloOslo · Norway1 work here🎓University of CambridgeCambridge · United Kingdom1 work here🔬German Research Centre for Artificial IntelligenceKaiserslautern · Germany1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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