ACL 2025

4,141 papers

A Framework for Fine-Grained Complexity Control in Health Answer Generation

Daniel Jorge Bernardo Ferreira, Tiago Almeida, Sérgio Matos

Exploiting contextual information to improve stance detection in informal political discourse with LLMs

Arman Engin Sucu, Yixiang Zhou, Mario A. Nascimento, Tony Mullen

Unstructured Minds, Predictable Machines: A Comparative Study of Narrative Cohesion in Human and LLM Stream-of-Consciousness Writing

Nellia Dzhubaeva, Katharina Trinley, Laura Pissani

GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German

Justin Hofenbitzer, Sebastian Schöning, Sebastian Belle, Jacqueline Lammert, Luise Modersohn

DRUM: Learning Demonstration Retriever for Large MUlti-modal Models

Ellen Yi-Ge, Jiechao Gao, Wei Han, Wei Zhu

Grammatical Error Correction via Sequence Tagging for Russian

Regina Nasyrova, Alexey Sorokin

Controlling Language Confusion in Multilingual LLMs

Nahyun Lee, Yeongseo Woo, Hyunwoo Ko, Guijin Son

Proposal: From One-Fit-All to Perspective Aware Modeling

Leixin Zhang

Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction

Takumi Goto, Justin Vasselli, Taro Watanabe

Lost and Found: Computational Quality Assurance of Crowdsourced Knowledge on Morphological Defectivity in Wiktionary

Jonathan Sakunkoo, Annabella Sakunkoo

Semantic Frame Induction from a Real-World Corpus

Shogo Tsujimoto, Kosuke Yamada, Ryohei Sasano

Is Partial Linguistic Information Sufficient for Discourse Connective Disambiguation? A Case Study of Concession

Takuma Sato, Ai Kubota, Koji Mineshima

Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related Online Text

Charles Alba, Benjamin C Warner, Akshar Saxena, Jiaxin Huang, Ruopeng An

Building Japanese Creativity Benchmarks and Applying them to Enhance LLM Creativity

So Fukuda, Hayato Ogawa, Kaito Horio, Daisuke Kawahara, Tomohide Shibata

Bridging the Embodiment Gap in Agricultural Knowledge Representation for Language Models

Vasu Jindal, Huijin Ju, Zili Lyu

The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering

Yi-Jie Cheng, Oscar Chew, Yun-Nung Chen

Foundations of PEERS: Assessing LLM Role Performance in Educational Simulations

Jasper Meynard Arana, Kristine Ann M. Carandang, Ethan Robert Casin, Christian Alis, Daniel Stanley Tan

Pragmatic Perspective on Assessing Implicit Meaning Interpretation in Sentiment Analysis Models

Rashid Mustafin

Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation

Ege Demirci, Rithwik Kerur, Ambuj Singh

HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification

Ashish Kumar, Durga Toshniwal

Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs

Julian Schlenker, Jenny Kunz, Tatiana Anikina, Günter Neumann, Simon Ostermann

When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length

Grzegorz Piotrowski, Mateusz Bystroński, Mikołaj Hołysz, Jakub Binkowski, Grzegorz Chodak

Learning and Enforcing Context-Sensitive Control for LLMs

Mohammad Albinhassan, Pranava Madhyastha, Mark Law, Alessandra Russo

Evaluating Tokenizer Adaptation Methods for Large Language Models on Low-Resource Programming Languages

Georgy Andryushchenko, Vladimir V. Ivanov

I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers

Emiliana Pulido, Robert Pugh, Zoey Liu

Semantic alignment in hyperbolic space for fine-grained emotion classification

Ashish Kumar, Durga Toshniwal

Mitigating Hallucination by Integrating Knowledge Graphs into LLM Inference – a Systematic Literature Review

Robin Wagner, Emanuel Kitzelmann, Ingo Boersch

CoLeM: A framework for semantic interpretation of Russian-language tables based on contrastive learning

Kirill Tobola, Nikita Dorodnykh

Low-Perplexity LLM-Generated Sequences and Where To Find Them

Arthur Wuhrmann, Andrei Kucharavy, Anastasiia Kucherenko

Chart Question Answering from Real-World Analytical Narratives

Maeve Hutchinson, Radu Jianu, Aidan Slingsby, Jo Wood, Pranava Madhyastha

Can a Large Language Model Keep My Secrets? A Study on LLM-Controlled Agents

Niklas Hemken, Sai Koneru, Florian Jacob, Hannes Hartenstein, Jan Niehues

Prompting the Muse: Generating Prosodically-Correct Latin Speech with Large Language Models

Michele Ciletti

A Computational Framework to Identify Self-Aspects in Text

Jaya Caporusso, Matthew Purver, Senja Pollak

Cross-Genre Learning for Old English Poetry POS Tagging

Irene Miani, Sara Stymne, Gregory R. Darwin

Fact from Fiction: Finding Serialized Novels in Newspapers

Pascale Feldkamp, Alie Lassche, Katrine Frøkjær Baunvig, Kristoffer Nielbo, Yuri Bizzoni

Light-Weight Hallucination Detection using Contrastive Learning for Conditional Text Generation

Miyu Yamada, Yuki Arase

The Evolution of Gen Alpha Slang: Linguistic Patterns and AI Translation Challenges

Ishita, Radhika Mamidi

Evaluating Credibility and Political Bias in LLMs for News Outlets in Bangladesh

Tabia Tanzin Prama, Md. Saiful Islam

Interactive Text Games: Lookahead Is All You Need!

Hosein Rezaei, James Alfred Walker, Frank Soboczenski

LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries

Zekun Wu, Seonglae Cho, Umar Mohammed, Cristian Enrique Munoz Villalobos, Kleyton Da Costa

MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept Recognition

Shanshan Liu, Noriki Nishida, Rumana Ferdous Munne, Narumi Tokunaga, Yuki Yamagata

A Dual-Layered Evaluation of Geopolitical and Cultural Bias in LLMs

Sean Kim, Hyuhng Joon Kim

SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains

Bijoy Ahmed Saiem, MD Sadik Hossain Shanto, Rakib Ahsan, Md Rafi Ur Rashid

Spanish Dialect Classification: A Comparative Study of Linguistically Tailored Features, Unigrams and BERT Embeddings

Laura Zeidler, Chris Jenkins, Filip Miletić, Sabine Schulte im Walde

A Semantic Uncertainty Sampling Strategy for Back-Translation in Low-Resources Neural Machine Translation

Yepai Jia, Yatu Ji, Xiang Xue, Lei Shi, Qing-Dao-Er-Ji Ren

StRuCom: A Novel Dataset of Structured Code Comments in Russian

Maria Dziuba, Valentin Malykh

Neural Machine Translation for Agglutinative Languages via Data Rejuvenation

Chen Zhao, Yatu Ji, Ren Qing-Dao-Er-Ji, Nier Wu, Lei Shi

Question Decomposition for Retrieval-Augmented Generation

Paul J. L. Ammann, Jonas Golde, Alan Akbik

Enhancing Software Requirements Engineering with Language Models and Prompting Techniques: Insights from the Current Research and Future Directions

Moemen Ebrahim, Shawkat Guirguis, Christine Basta

Towards Multi-Perspective NLP Systems: A Thesis Proposal

Benedetta Muscato

Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset

Seunguk Yu, Kyeonghyun Kim, JungMin Yun, YoungBin Kim

Quantifying the Influence of Irrelevant Contexts on Political Opinions Produced by LLMs

Samuele D’Avenia, Valerio Basile

From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems

Youngjoon Jang, SeongTae Hong, Junyoung Son, Sungjin Park, Chanjun Park

Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks

Amir Saeidi, Shivanshu Verma, Md Nayem Uddin, Chitta Baral

Exploring the Effect of Nominal Compound Structure in Scientific Texts on Reading Times of Experts and Novices

Isabell Landwehr, Marie-Pauline Krielke, Stefania Degaetano-Ortlieb

Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages

Daniil Gurgurov, Ivan Vykopal, Josef van Genabith, Simon Ostermann

Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning

Yiran Rex Ma, Shan Huang, Yuting Xu, Ziyu Zhou, Yuanxi Wei

Translating Movie Subtitles by Large Language Models using Movie-meta Information

Ashmari Pramodya, Yusuke Sakai, Justin Vasselli, Hidetaka Kamigaito, Taro Watanabe

FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency

Seonglae Cho, Harryn Oh, Donghyun Lee, Luis Rodrigues Vieira, Andrew Bermingham

Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes

Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago

iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop

Jiahui Li, Roman Klinger

Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation

Lam Nguyen, Yang Xu

CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery

Nikolay Babakov, Ehud Reiter, Alberto Bugarín-Diz

Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding

Qi Feng, Yihong Liu, Hinrich Schuetze

Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio

Utsav Shekhar, Radhika Mamidi

Neuron-Level Language Tag Injection Improves Zero-Shot Translation Performance

Jay Orten, Ammon Shurtz, Nancy Fulda, Stephen D. Richardson

Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection

Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Dorothy Bai, Nghia Duong-Trung

A Reproduction Study: The Kernel PCA Interpretation of Self-Attention Fails Under Scrutiny

Karahan Sarıtaş, Çağatay Yıldız

Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free

Euntae Choi, Sumin Song, Woosang Lim, Sungjoo Yoo

Do Androids Question Electric Sheep? A Multi-Agent Cognitive Simulation of Philosophical Reflection on Hybrid Table Reasoning

Yiran Rex Ma

Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems?

Md Tanzib Hosain, Md Kishor Morol

SEPSIS: I Can Catch Your Lies – A New Paradigm for Deception Detection

Anku Rani, Dwip Dalal, Shreya Gautam, Pankaj Gupta, Vinija Jain

HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization

Enes Özeren, Yihong Liu, Hinrich Schuetze

Rethinking Full Finetuning from Pretraining Checkpoints in Active Learning for African Languages

Bonaventure F. P. Dossou, Ines Arous, Jackie CK Cheung

Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets

Simon Münker, Kai Kugler, Achim Rettinger

Confidence and Stability of Global and Pairwise Scores in NLP Evaluation

Georgii Levtsov, Dmitry Ustalov

Beyond the Gold Standard in Analytic Automated Essay Scoring

Gabrielle Gaudeau

Advancing African-Accented English Speech Recognition: Epistemic Uncertainty-Driven Data Selection for Generalizable ASR Models

Bonaventure F. P. Dossou

Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation

Jing Yao, Xiaoyuan Yi, Shitong Duan, Jindong Wang, Yuzhuo Bai

ATGen: A Framework for Active Text Generation

Akim Tsvigun, Daniil Vasilev, Ivan Tsvigun, Ivan Lysenko, Talgat Bektleuov

PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights

Adnan Qidwai, Srija Mukhopadhyay, Prerana Khatiwada, Dan Roth, Vivek Gupta

ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development

Zhenran Xu, Xue Yang, Yiyu Wang, Qingli Hu, Zijiao Wu

FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation

Zhang Zhuocheng, Yang Feng, Min Zhang

LECTURE4ALL: A Lightweight Approach to Precise Timestamp Detection in Online Lecture Videos

Torben Hannemann, Frank Hammerschmidt, Simon Kazemi, Gregor Stange, Viktoria Wrobel

ROGRAG: A Robustly Optimized GraphRAG Framework

Zhefan Wang, Huanjun Kong, Jie Ying, Wanli Ouyang, Nanqing Dong

IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery

Aniketh Garikaparthi, Manasi Patwardhan, Lovekesh Vig, Arman Cohan

FlagEval-Arena: A Side-by-Side Comparative Evaluation Platform for Large Language Models and Text-Driven AIGC

Jing-Shu Zheng, Richeng Xuan, Bowen Qin, Zheqi He, Tongshuai.ren Tongshuai.ren

Mergenetic: a Simple Evolutionary Model Merging Library

Adrian Robert Minut, Tommaso Mencattini, Andrea Santilli, Donato Crisostomi, Emanuele Rodolà

First-AID: the first Annotation Interface for grounded Dialogues

Stefano Menini, Daniel Russo, Alessio Palmero Aprosio, Marco Guerini

TRANSLATIONCORRECT: A Unified Framework for Machine Translation Post-Editing with Predictive Error Assistance

Syed Mekael Wasti, Shou-Yi Hung, Christopher Collins, En-Shiun Annie Lee

Efficient Annotator Reliability Assessment with EffiARA

Owen Cook, Jake A Vasilakes, Ian Roberts, Xingyi Song

AI2Agent: An End-to-End Framework for Deploying AI Projects as Autonomous Agents

Jiaxiang Chen, Jingwei Shi, Lei Gan, Jiale Zhang, Qingyu Zhang

gec-metrics: A Unified Library for Grammatical Error Correction Evaluation

Takumi Goto, Yusuke Sakai, Taro Watanabe

Ai2 Scholar QA: Organized Literature Synthesis with Attribution

Amanpreet Singh, Joseph Chee Chang, Dany Haddad, Aakanksha Naik, Jena D. Hwang

CodeArena: A Collective Evaluation Platform for LLM Code Generation

Mingzhe Du, Anh Tuan Luu, Bin Ji, Xiaobao Wu, Yuhao Qing

CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction

Jiajun Shen, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao

MedDecXtract: A Clinician-Support System for Extracting, Visualizing, and Annotating Medical Decisions in Clinical Narratives

Mohamed Elgaar, Hadi Amiri, Mitra Mohtarami, Leo Anthony Celi

DISPUTool 3.0: Fallacy Detection and Repairing in Argumentative Political Debates

Pierpaolo Goffredo, Deborah Dore, Elena Cabrio, Serena Villata

DocAgent: A Multi-Agent System for Automated Code Documentation Generation

Dayu Yang, Antoine Simoulin, Xin Qian, Xiaoyi Liu, Yuwei Cao

VeriMinder: Mitigating Analytical Vulnerabilities in NL2SQL

Shubham Mohole, Sainyam Galhotra