EACL 2026

1,430 papers

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning

Sanghwan Bae, Jiwoo Hong, Min Young Lee, Hanbyul Kim, JeongYeon Nam

Detecting (Un)answerability in Large Language Models with Linear Directions

Maor Juliet Lavi, Tova Milo, Mor Geva

PromptFE: Automated Feature Engineering by Prompting

Yufeng Zou, Jean Utke, Diego Klabjan, Han Liu

Democratic or Authoritarian? Probing a New Dimension of Political Biases in Large Language Models

David Guzman Piedrahita, Irene Strauss, Rada Mihalcea, Zhijing Jin

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs

Hussein Abdallah, Ibrahim Abdelaziz, Panos Kalnis, Essam Mansour

Tailored Emotional LLM-Supporter: Enhancing Cultural Sensitivity

Chen Cecilia Liu, Hiba Arnaout, Nils Kovačić, Dana Atzil-Slonim, Iryna Gurevych

Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs

Manoj Balaji Jagadeeshan, Samarth Bhatia, Pretam Ray, Harshul Raj Surana, Akhil Rajeev P

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, Yiming Ma, Xingyu Song

Analogical Structure, Minimal Contextual Cues and Contrastive Distractors: Input Design for Sample-Efficient Linguistic Rule Induction

Chunyang Jiang, Paola Merlo

Intention Knowledge Graph Construction for User Intention Relation Modeling

Jiaxin Bai, Zhaobo Wang, Junfei Cheng, Dan Yu, Zerui Huang

Automated Screening of Antibacterial Nanoparticle Literature: Dataset Curation and Model Evaluation

Alperen Ozturk, Şaziye Betül Özateş, Sophia Bahar Root, Angela Violi, Nicholas Kotov

The Dog the Cat Chased Stumped the Model: Measuring When Language Models Abandon Structure for Shortcuts

Sangmitra Madhusudan, Kaige Chen, Ali Emami

If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models

Jasmin Orth, Philipp Mondorf, Barbara Plank

How Quantization Shapes Bias in Large Language Models

Federico Marcuzzi, Xuefei Ning, Roy Schwartz, Iryna Gurevych

MULSUM: A Multimodal Summarization System with Vis-Aligner and Diversity-Aware Image Selection

Abid Ali, Diego Molla, Usman Naseem

H-MEM: Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents

Haoran Sun, Shaoning Zeng, Bob Zhang

Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs

Franziska Weeber, Tanise Ceron, Sebastian Padó

Out of Style: RAG’s Fragility to Linguistic Variation

Tianyu Cao, Neel Bhandari, Akhila Yerukola, Akari Asai, Maarten Sap

Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models

Sarah Ball, Frauke Kreuter, Nina Panickssery

Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning

Chengsong Huang, Langlin Huang, Jiaxin Huang

Hierarchical Text Classification with LLM-Refined Taxonomies

Jonas Golde, Nicolaas Paul Jedema, RaviKiran Krishnan, Phong Le

The Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models

Kefan Yu, Qingcheng Zeng, Weihao Xuan, Wanxin Li, Jingyi Wu

T2-RAGBench: Text-and-Table Benchmark for Evaluating Retrieval-Augmented Generation

Jan Strich, Enes Kutay Isgorur, Maximilian Trescher, Chris Biemann, Martin Semmann

Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis

Shuhaib Mehri, Xiusi Chen, Heng Ji, Dilek Hakkani-Tur

SCoPE VLM: Selective Context Processing for Efficient Document Navigation in Vision-Language Models

Gyubeum Lim, Yemo Koo, Vijay Krishna Madisetti

GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval

Justus-Jonas Erker, Nils Reimers, Iryna Gurevych

Early-Exit and Instant Confidence Translation Quality Estimation

Vilém Zouhar, Maike Züfle, Beni Egressy, Julius Cheng, Mrinmaya Sachan

Can Reasoning Help Large Language Models Capture Human Annotator Disagreement?

Jingwei Ni, Yu Fan, Vilém Zouhar, Donya Rooein, Alexander Miserlis Hoyle

Teams of LLM Agents can Exploit Zero-Day Vulnerabilities

Yuxuan Zhu, Antony Kellermann, Akul Gupta, Philip Li, Richard Fang

LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts

Yang Liu, Jiaye Yang, Weikang Li, Jiahui Liang, Yang Li