EACL 2026

1,430 papers

Thesis Proposal: Development of End-to-End Speech Translation Models for Indian Languages

Jamaluddin

Probabilistic Bilingual Subword Segmentation with Latent Subword Alignment

Shoto Nishida, Daiki Matsui, Takashi Ninomiya, Isao Goto, Akihiro Tamura

Text-to-Text Automatic Story Generation: A Survey

Yuan Ma, Hanna Suominen, Patrik Haslum, Richard Susilo

In-Image Machine Translation. A Preliminary Modular Approach

Sergio Gomez Gonzalez, Miguel Domingo, Francisco Casacuberta

Plasticity vs. Rigidity: The Impact of Low-Rank Adapters on Reasoning on a Micro-Budget

Zohaib Khan, Omer Tafveez, Zoha Hayat Bhatti

Scale Is All You Need: Analyzing Modality Interaction and Speaker Intent Without Fine-Tuning

Animesh Gurjar, Nikhil Krishnaswamy

Token Pruning for Improving Graph-Generating State Space Model Performance

Monish Beegamudre, Jack Zheng, Margaret Capetz

GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval

Faezeh Safari, Hang Dong, Zeyu Fu, Aline Villavicencio

When Prompt Optimization Becomes Jailbreaking: Adaptive Red-Teaming of Large Language Models

Zafir Shamsi, Nikhil Chekuru, Zachary Guzman, Shivank Garg

Chronocept: Instilling a Sense of Time in Machines

Krish Goel, Sanskar Pandey, KS Mahadevan, Harsh Kumar, Vishesh Khadaria

Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure

Dmitrii Topchii, Alexander Panchenko, Viktoriia A. Chekalina

The Clinical Fingerprint: Comparing the Rhetorical Integrity and Epistemic Safety of Human Physicians and Large Language Models

Bayram Ayadi

Communication as a Complex System: Modeling the Feedback Dynamics of Trust and Credibility

Swaptik Chowdhury, Samuel D. Allen, Jung Hee Hyun

Thesis Proposal: Multimodal Benchmark for Music Understanding in Large Language Models

Tomáš Sourada

Who Plays Which Role? Protagonist Detection and Classification in Moral Discourse

Mirko Sommer, Maria Becker

A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications

Henry Gagnier, Ashwin Kirubakaran

Kahaani: A Multimodal Co-Creative Storytelling System

Samee Arif, Muhammad Saad Haroon, Aamina Jamal Khan, Taimoor Arif, Agha Ali Raza

Exploring the Semantic Space of Second Language Learners

Trisha Godara, Rui He, Wolfram Hinzen, Yan Cong

CAPID: Context-Aware PII Detection for Question-Answering Systems

Mariia Ponomarenko, Sepideh Abedini, Masoumeh Shafieinejad, D. B. Emerson, Shubhankar Mohapatra

Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient

Clovis Varangot-Reille, Christophe Bouvard, Antoine Gourru

Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling

Timur Ionov, Anna Marshalova, Valentin Malykh

Different Time, Different Language: Revisiting the Bias Against Non-Native Speakers in GPT Detectors

Adnan Al Ali, Jindřich Helcl, Jindřich Libovický

Trainable, Multiword-aware Linguistic Tokenization Using Modern Neural Networks

Clara Boesenberg, Kilian Evang

LEMUR: A Corpus for Robust Fine-Tuning of Multilingual Law Embedding Models for Retrieval

Narges Baba Ahmadi, Jan Strich, Martin Semmann, Chris Biemann

Comprehensive Comparison of RAG Methods Across Multi-Domain Conversational QA

Klejda Alushi, Jan Strich, Chris Biemann, Martin Semmann

Comparing Text Compression Capabilities of Large Language Models with Traditional Compression Algorithms

Mehran Haddadi, William John Teahan

Constructing a Dataset for Hallucination Detection in Japanese Summarization with Fine-grained Faithfulness Labels

Hikari Tanaka, Atsushi Keyaki, Mamoru Komachi

Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing?

Josef Jon, Ondřej Bojar

Beyond One-Step Distillation: Bridging the Capacity Gap in Small Language Models via Multi-Step Knowledge Transfer

Gaeun Yim, Nayoung Ko, Manasa Bharadwaj

Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring

Jonathan Guerne

Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation

Zhipeng Zhang, Dmitry Ilvovsky

Quality-Aware Adversarial Ensemble for Singer Identification in 1960s Tamil Film Music

Sathiyakugan Balakrishnan, Uthayasanker Thayasivam

Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation

Weiwen Su, Yuhan Zhou, Zihan Wang, Naoki Yoshinaga, Masashi Toyoda

Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+

York Hay Ng, Aditya Khan, Xiang Lu, Matteo Salloum, Michael Zhou

Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety

Denis Janiak, Julia Moska, Dawid Motyka, Karolina Seweryn, Paweł Walkowiak

Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque

Nam Luu, Aitor Soroa, German Rigau, Ondřej Bojar

Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer

Maxence Lasbordes, Sinoué Gad

Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning

Mahbub E Sobhani, Md. Faiyaz Abdullah Sayeedi, Mohammad Nehad Alam, Proma Hossain Progga, Swakkhar Shatabda

Domain Adaptation of Image Encoder for Multimodal Manga Translation

Kota Manabe, Tomoyuki Kajiwara, Takashi Ninomiya, Isao Goto, Shonosuke Ishiwatari

Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding

Boqi Chen, Xudong Liu, Jianing Qiu

EACL 2026 Student Research Workshop: Mentorship Program Report

Selene Baez Santamaria, Sai Ashish Somayajula, Atsuki Yamaguchi

BanSuite: A Unified Toolkit and Software Platform for Low-Resource NLP in Bangla

Md. Abu Sayed, Faisal Ahamed Khan, Jannatul Ferdous Tuli, Nabeel Mohammed, Mohammad Ruhul Amin

ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment

Li-Yang Chang, Chih-Ming Chen, Hen-Hsen Huang, Ming-Feng Tsai, An-Zi Yen

entity-linkings: A Unified Library for Entity Linking

Yuya Sawada, Tsuyoshi Fujita, Yusuke Sakai, Taro Watanabe

The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data

Sunith Vallabhaneni, Thomas Berkane, Maimuna S. Majumder

Simultaneous Speech-to-Text Translation Web Application for Estonian

Bohdan Podziubanchuk, Aivo Olev, Jiaming Kong, Tanel Alumäe

ARGSBASE: A Multi-Agent Interface for Structured Human–AI Deliberation

Frieso Turkstra, Sara Nabhani, Khalid Al Khatib

A Virtual Assistant for Architectural Design in a VR Environment

Ander Salaberria, Oier Ijurco, Markel Ferro, Jiayuan Wang, Iñigo Vilá Muñoz

QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models

Maximilian Kreutner, Jens Rupprecht, Georg Ahnert, Ahmed Salem, Markus Strohmaier

SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems

Ernesto Luis Estevanell Valladares, Salima Lamsiyah, Alicia Picazo-Izquierdo, Tharindu Ranasinghe, Ruslan Mitkov

RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation

Keerthana Murugaraj, Salima Lamsiyah, Martin Theobald

AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments

Saeid Vaghefi, Aymane Hachcham, Veronica Grasso, Nakiete Msemo, Chiara Colesanti Senni

EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation

Adam Dejl, Jonathan Pearson

AITutor-EvalKit: Exploring the Capabilities of AI Tutors

Numaan Naeem, Kaushal Kumar Maurya, Kseniia Petukhova, Ekaterina Kochmar

xLM: A Python Package for Non-Autoregressive Language Models

Dhruvesh Patel, Durga Prasad Maram, Sai Sreenivas Chintha, Benjamin Rozonoyer, Andrew McCallum

Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System

Necva Bölücü, Jessica Irons, Changhyun Lee, Brian Jin, Maciej Rybinski

Integrity Shield A System for Ethical AI Use & Authorship Transparency in Assessments

Ashish Raj Shekhar, Shiven Agarwal, Priyanuj Bordoloi, Yash Shah, Tejas Anvekar

PUCP-Metrix: An Open-source and Comprehensive Toolkit for Linguistic Analysis of Spanish Texts

Javier Alonso Villegas Luis, Marco Antonio Sobrevilla Cabezudo

SciTrue: Evidence-Grounded Claim Verification in Science

Neset Tan, Minghao Li, Mark Gahegan

ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access

Jiwoo Park, Ruoqi Liu, Avani Jagdale, Andrew Srisuwananukorn, Jing Zhao

Trove: A Flexible Toolkit for Dense Retrieval

Reza Esfandiarpoor, Max Zuo, Stephen Bach

Agentic AI for Human Resources: LLM-Driven Candidate Assessment

Kamer Ali Yuksel, Abdul Basit Anees, Ashraf Hatim Elneima, Sanjika Hewavitharana, Mohamed Al-badrashiny

SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation

Sergio Burdisso, Séverin Baroudi, Yanis Labrak, David Grünert, Pawel Cyrta

T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground

Dmitrii Stoianov, Danil Taranets, Olga Tsymboi, Ramil Latypov, Almaz Dautov

promptolution: A Unified, Modular Framework for Prompt Optimization

Tom Zehle, Timo Heiß, Moritz Schlager, Matthias Aßenmacher, Matthias Feurer

InkSight: Towards AI-Aided Historical Manuscript Analysis

Andrey Sakhovskiy, Ivan Ulitin, Emilia Bojarskaja, Vladimir Kokh, Ruslan Murtazin

LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation

Himel Ghosh, Nick Elias Werner

PromptLab: A Collaborative Platform for Prompt Engineering and Dataset Curation

Maged S. Al-shaibani, Zaid Alyafeai, Dania Refai, Nawaf Alomari, Ahmed Ashraf

AlignFix: A Tool for Parallel Corpora Augmentation and Refinement

Samuel Frontull, Simon Haller-Seeber

Juri Opitz, Andrianos Michail, Lucas Moeller, Sebastian Padó, Simon Clematide

PEFT-Factory: Unified Parameter-Efficient Fine-Tuning of Autoregressive Large Language Models

Robert Belanec, Ivan Srba, Maria Bielikova

BOOM: Beyond Only One Modality KIT’s Multimodal Multilingual Lecture Companion

Sai Koneru, Fabian Retkowski, Christian Huber, Lukas Hilgert, Seymanur Akti

Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes

Johann Frei, Nils Feldhus, Lisa Raithel, Roland Roller, Alexander Meyer

A Browser-based Open Source Assistant for Multimodal Content Verification

Rosanna Milner, Michael Foster, Twin Karmakharm, Olesya Razuvayevskaya, Valentin Porcellini

FiMMIA: scaling semantic perturbation-based membership inference across modalities

Anton Emelyanov, Sergei Kudriashov, Alena Fenogenova

IntelliCode: A Multi-Agent LLM Tutoring System with Centralized Learner Modeling

Jones David, Shreya Ghosh

Simplifying Outcomes of Language Model Component Analyses with ELIA

Aaron Louis Eidt, Nils Feldhus

Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs

Daniel Steinigen, Roman Teucher, Timm Heine Ruland, Max Rudat, Nicolas Flores-Herr

CLARIESG: An End-to-End System for ESG Analysis over Complex Tables in Corporate Reports

Marta Santacroce, Michele Luca Contalbo, Sara Pederzoli, Riccardo Benassi, Venturelli Valeria

DELTA: A Toolkit for Measuring Linguistic Diversity in Dependency-Parsed Corpora

Louis Estève, Kaja Dobrovoljc

elfen: A Python Package for Efficient Linguistic Feature Extraction for Natural Language Datasets

Maximilian Maurer

Pro-QuEST: A Prompt-chain based Quiz Engine for testing Specialized Technical Product Knowledge

Sujatha Das Gollapalli, Mouad Hakam, Mingzhe Du, See-Kiong Ng, Mohammed Hamzeh

PropGenie: A Multi-Agent Conversational Framework for Real Estate Assistance

Chang Shen, Shaozu Yuan, Kuizong Wu, Long Xu, Meng Chen

DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness

Evgenii Nikolaev, Timur Ionov, Anna Korzanova, Vasily Konovalov, Maksim Savkin

Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates

Mohamed Chenene, Jeanne Rouhier, Jean Daniélou, Mihir Sarkar, Elena Cabrio

Statistical Foundations of DIME: Risk Estimation for Practical Index Selection

Giulio D'Erasmo, Cesare Campagnano, Antonio Mallia, Pierpaolo Brutti, Nicola Tonellotto

Becoming Experienced Judges: Selective Test-Time Learning for Evaluators

Seungyeon Jwa, Daechul Ahn, Reokyoung Kim, Dongyeop Kang, Jonghyun Choi

Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models

Qi Cao, Andrew Gambardella, Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

On the Mathematical Relationship Between Layer Normalization and Dynamic Activation Functions

Felix Stollenwerk

LLMs Know More About Numbers than They Can Say

Fengting Yuchi, Li Du, Jason Eisner

CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations

Stephanie Fong, Zimu Wang, Guilherme C Oliveira, Xiangyu Zhao, Yiwen Jiang

Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios

Rishabh Kumar, Amrith Krishna, Ganesh Ramakrishnan, Preethi Jyothi

Exploring Fine-Tuning for In-Context Retrieval and Efficient KV-Caching in Long-Context Language Models

Francesco Maria Molfese, Momchil Hardalov, Rexhina Blloshmi, Bill Byrne, Adrià de Gispert

Confidence Leaps in LLM Reasoning: Early Stopping and Cross-Model Transfer

Pavel Tikhonov, Ivan Oseledets, Elena Tutubalina

Evaluation of Deontic Conditional Reasoning in Large Language Models: The Case of Wason’s Selection Task

Hirohiko Abe, Kentaro Ozeki, Risako Ando, Takanobu Morishita, Koji Mineshima

Machine translation Evaluation Eng-Thai MQM Ranking dataset

Phichet Phuangrot, Natdanai Trintawat, Kanawat Vilasri, Yanapat Patcharawiwatpong, Pachara Boonsarngsuk

Common Sense or Ableism? Rethinking Commonsense Reasoning Through the Lens of Disability

Karina H Halevy, Kimi Wenzel, Seyun Kim, Kyle Dean Bauer, Bruno Neira

Funny or Persuasive, but Not Both: Evaluating Fine-Grained Multi-Concept Control in LLMs

Arya Labroo, Ivaxi Sheth, Vyas Raina, Amaani Ahmed, Mario Fritz

On the Additive Compositionality of Task Vectors in Vision–Language Models

Yuting Shi, Houjing Wei, Naoya Inoue

When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation

Xunyi Jiang, Dingyi Chang, Julian McAuley, Xin Xu