ACL 2025

4,141 papers

Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training

Zhijun Wang, Jiahuan Li, Hao Zhou, Rongxiang Weng, Jingang Wang

Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment

Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu

WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications

Xin Li, Mengbing Liu, Li Wei, Jiancheng An, Merouane Abdelkader Debbah

Tokenization is Sensitive to Language Variation

Anna Wegmann, Dong Nguyen, David Jurgens

Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing

Wenxuan Wang, Kuiyi Gao, Youliang Yuan, Jen-tse Huang, Qiuzhi Liu

LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data

Naomi Baes, Raphael Merx, Nick Haslam, Ekaterina Vylomova, Haim Dubossarsky

2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset Download PDF

Marta R. Costa-jussà, Bokai Yu, Pierre Andrews, Belen Alastruey, Necati Cihan Camgoz

ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks

yan yang, DONGXU LI, Haoning Wu, Bei Chen, Liu Liu

Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language

Jipeng Zhang, Jianshu Zhang, Yuanzhe Li, Renjie Pi, Rui Pan

Multi-word Measures: Modeling Semantic Change in Compound Nouns

Chris Jenkins, Filip Miletić, Sabine Schulte im Walde

CoMuMDR: Code-mixed Multi-modal Multi-domain corpus for Discourse paRsing in conversations

Divyaksh Shukla, Ritesh Baviskar, Dwijesh Gohil, Aniket Tiwari, Atul Shree

Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model

Cong Gao, Bo Zhang, Linkang Yang, Minghao Hu, Zhunchen Luo

Measuring What Matters: Evaluating Ensemble LLMs with Label Refinement in Inductive Coding

Angelina Parfenova, Jürgen Pfeffer

A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI

Beiduo Chen, Siyao Peng, Anna Korhonen, Barbara Plank

A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds

Sinan Kurtyigit, Diego Frassinelli, Carina Silberer, Sabine Schulte im Walde

Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness

Jiachun Li, Pengfei Cao, Yubo Chen, Jiexin Xu, Huaijun Li

Self-play through Computational Runtimes improves Chart Reasoning

Tautvydas Misiūnas, Hassan Mansoor, Jasper Uijlings, Oriana Riva, Victor Cărbune

Learning from Negative Samples in Biomedical Generative Entity Linking

Chanhwi Kim, Hyunjae Kim, Sihyeon Park, Jiwoo Lee, Mujeen Sung

Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing

Yang Hou, Zhenghua Li

LCFO: Long Context and Long Form Output Dataset and Benchmarking

Marta R. Costa-jussà, Pierre Andrews, Mariano Coria Meglioli, Joy Chen, Joe Chuang

taz2024full: Analysing German Newspapers for Gender Bias and Discrimination across Decades

Stefanie Urchs, Veronika Thurner, Matthias Aßenmacher, Christian Heumann, Stephanie Thiemichen

RQT: Hierarchical Residual Quantization for Multi-Model Compression

Chen Tianqi, Peisong Wang, Weixiang Xu, Zeyu Zhu, Jian Cheng

Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models

Liyang He, Chenglong Liu, Rui Li, Zhenya Huang, Shulan Ruan

P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts

Kaiwen Wei, Jie Yao, Jiang Zhong, Yangyang Kang, Jingyuan Zhang

Q-Mamba: Towards more efficient Mamba models via post-training quantization

Chen Tianqi, Yuanteng Chen, Peisong Wang, Weixiang Xu, Zeyu Zhu

CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings

Daniil Orel, Dilshod Azizov, Preslav Nakov

Towards Conditioning Clinical Text Generation for User Control

Osman Alperen Koraş, Rabi Bahnan, Jens Kleesiek, Amin Dada

MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs

Yongqi Fan, Yating Wang, Guandong Wang, Zhai Jie, Jingping Liu

The Lessons of Developing Process Reward Models in Mathematical Reasoning

Zhenru Zhang, Chujie Zheng, Yangzhen Wu, Beichen Zhang, Runji Lin

ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models

Xiaofan Bai, Pingyi Hu, Xiaojing Ma, Linchen Yu, Dongmei Zhang

DAGS: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition

Puli Chen, Cheng Yang, Xingmao Zhang, Qingbao Huang

Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge

Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiaohong Chen

Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval

Kidist Amde Mekonnen, Yosef Worku Alemneh, Maarten de Rijke

Semantic Evaluation of Multilingual Data-to-Text Generation via NLI Fine-Tuning: Precision, Recall and F1 scores

William Soto Martinez, Yannick Parmentier, Claire Gardent

Multi-Agent Collaboration via Cross-Team Orchestration

Zhuoyun Du, Chen Qian, Wei Liu, Zihao Xie, Yifei Wang

Context-Robust Knowledge Editing for Language Models

Haewon Park, Gyubin Choi, MinJun Kim, Yohan Jo

A Survey of LLM-based Agents in Medicine: How far are we from Baymax?

Wenxuan Wang, Zizhan Ma, Zheng Wang, Chenghan Wu, Jiaming Ji

TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios

Xiaokang Zhang, Sijia Luo, Bohan Zhang, Zeyao Ma, Jing Zhang

Reasoning Does Not Necessarily Improve Role-Playing Ability

Xiachong Feng, Longxu Dou, Lingpeng Kong

Context-DPO: Aligning Language Models for Context-Faithfulness

Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang

From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs

Tianle Gu, Kexin Huang, Ruilin Luo, Yuanqi Yao, Xiuying Chen

Unlocking Speech Instruction Data Potential with Query Rewriting

Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang

RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning

Yifan Niu, Miao Peng, Nuo Chen, Yatao Bian, Tingyang Xu

STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection

Zewen Bai, Liang Yang, Shengdi Yin, Junyu Lu, Jingjie Zeng

Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games

Jinming Zhang, Yunfei Long

MultiHoax: A Dataset of Multi-hop False-premise questions

Mohammadamin Shafiei, Hamidreza Saffari, Nafise Sadat Moosavi

Weak-to-Strong Honesty Alignment via Learning-to-Rank Supervision

Yunfan Xie, Lixin Zou, Dan Luo, Min Tang, Chenliang Li

DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale

Linghao Zhang, Junhao Wang, Shilin He, Chaoyun Zhang, Yu Kang

LoRMA: Low-Rank Multiplicative Adaptation for LLMs

Harsh Bihany, Shubham Patel, Ashutosh Modi

Multi-Hop Question Generation via Dual-Perspective Keyword Guidance

Maodong Li, Longyin Zhang, Fang Kong

Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference

Geonhee Kim, Marco Valentino, Andre Freitas

SPOT: Zero-Shot Semantic Parsing Over Property Graphs

Francesco Cazzaro, Justin Kleindienst, Sofia Márquez Gomez, Ariadna Quattoni

Bayesian Optimization for Controlled Image Editing via LLMs

Chengkun Cai, Haoliang Liu, Xu Zhao, Zhongyu Jiang, Tianfang Zhang

Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation

Jingxuan Han, Zhendong Mao, Yi Liu, Yexuan Che, Zheren Fu

SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information

Xiangyu Zhang, Hexin Liu, Qiquan Zhang, Beena Ahmed, Julien Epps

“Well, Keep Thinking”: Enhancing LLM Reasoning with Adaptive Injection Decoding

Hyunbin Jin, Je Won Yeom, Seunghyun Bae, Taesup Kim

Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents

Fanzeng Xia, Hao Liu, Yisong Yue, Tongxin Li

EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions

Zheheng Luo, Chenhan Yuan, Qianqian Xie, Sophia Ananiadou

Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation

Linhai Zhang, Ziyang Gao, Deyu Zhou, Yulan He

Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval

Yongchan Chun, Minhyuk Kim, Dongjun Kim, Chanjun Park, Heuiseok Lim

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space

Yicheng Chen, Yining Li, Kai Hu, Ma Zerun, HaochenYe HaochenYe

Chain of Attack: Hide Your Intention through Multi-Turn Interrogation

Xikang Yang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu

SIKeD: Self-guided Iterative Knowledge Distillation for Mathematical Reasoning

Shivam Adarsh, Kumar Shridhar, Caglar Gulcehre, Nicholas Monath, Mrinmaya Sachan

Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models

You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang

A Cognitive Writing Perspective for Constrained Long-Form Text Generation

Kaiyang Wan, Honglin Mu, Rui Hao, Haoran Luo, Tianle Gu

Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues

David Sasu, Zehui Wu, Ziwei Gong, Run Chen, Pengyuan Shi

Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks

Ziyi Ni, Yifan Li, Ning Yang, Dou Shen, Pin Lyu

MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression

Linjie Mu, Zhongzhen Huang, Shengqian Qin, Yakun Zhu, Shaoting Zhang

Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts

Maiya Goloburda, Nurkhan Laiyk, Diana Turmakhan, Yuxia Wang, Mukhammed Togmanov

BiasGuard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models

Zhiting Fan, Ruizhe Chen, Zuozhu Liu

Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection

Lingwei Wei, Dou Hu, Wei Zhou, Philip S. Yu, Songlin Hu

Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance

Florian Babl, Moritz Hennen, Jakob Murauer, Michaela Geierhos

TripTailor: A Real-World Benchmark for Personalized Travel Planning

Kaimin Wang, Yuanzhe Shen, Changze Lv, Xiaoqing Zheng, Xuanjing Huang

Perspective Transition of Large Language Models for Solving Subjective Tasks

Xiaolong Wang, Yuanchi Zhang, Ziyue Wang, Yuzhuang Xu, Fuwen Luo

R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding

Joonhyung Park, Peng Tang, Sagnik Das, Srikar Appalaraju, Kunwar Yashraj Singh

GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking

Florian Schneider, Carolin Holtermann, Chris Biemann, Anne Lauscher

Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in BERT

Elke Vandermeerschen, Miryam de Lhoneux

Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points

Kechi Zhang, Ge Li, Jia Li, Yihong Dong, Zhi Jin

Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent

Xiaofeng Wang, Zhixin Zhang, Jin Guang Zheng, Yiming Ai, Rui Wang

PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs

Valentin Knappich, Anna Hätty, Simon Razniewski, Annemarie Friedrich

CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate

Yiliu Sun, Zicheng Zhao, Sheng Wan, Chen Gong

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework

Kaishuai Xu, Tiezheng Yu, Yi Cheng, Wenjun Hou, Liangyou Li

Implicit Reasoning in Transformers is Reasoning through Shortcuts

Tianhe Lin, jian xie, Siyu Yuan, Deqing Yang

Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models

Elena Stringli, Maria Lymperaiou, Giorgos Filandrianos, Athanasios Voulodimos, Giorgos Stamou

EC-RAFT: Automated Generation of Clinical Trial Eligibility Criteria through Retrieval-Augmented Fine-Tuning

Nopporn Lekuthai, Nattawit Pewngam, Supitcha Sokrai, Titipat Achakulvisut

Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation

Yingfeng Luo, Tong Zheng, Yongyu Mu, Bei Li, Qinghong Zhang

FinRipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness

Yuanjian Xu, Jianing Hao, Kunsheng Tang, Jingnan Chen, Anxian Liu

EtiCor++: Towards Understanding Etiquettical Bias in LLMs

Ashutosh Dwivedi, Siddhant Shivdutt Singh, Ashutosh Modi

CMIE: Combining MLLM Insights with External Evidence for Explainable Out-of-Context Misinformation Detection

Fanxiao Li, Jiaying Wu, Canyuan He, Wei Zhou

StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following

Jinnan Li, Jinzhe Li, Yue Wang, Yi Chang, Yuan Wu

HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering

Aziguli Wulamu, Lyu Zhengyu, Kaiyuan Gong, Yu Han, Zewen Wang

ReKG-MCTS: Reinforcing LLM Reasoning on Knowledge Graphs via Training-Free Monte Carlo Tree Search

Xiaozhuang Song, Shufei Zhang, Tianshu Yu

Multimodal Machine Translation with Text-Image In-depth Questioning

Yue Gao, Jing Zhao, Shiliang Sun, Xiaosong Qiao, Tengfei Song

BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance

Ruyi Zhang, Songlei Jian, Yusong Tan, Heng Gao, Haifang Zhou

MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References

Koki Horiguchi, Tomoyuki Kajiwara, Takashi Ninomiya, Shoko Wakamiya, Eiji Aramaki

Decoding LLM Personality Measurement: Forced-Choice vs. Likert

Xiaoyu Li, Haoran Shi, Zengyi Yu, Yukun Tu, Chanjin Zheng

Semantic Topology: a New Perspective for Communication Style Characterization

Barbara Scalvini, Alireza Mashaghi

MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors

Yishuo Cai, Renjie Gu, Jiaxu Li, Xuancheng Huang, Junzhe Chen

Narrative Media Framing in Political Discourse

Yulia Otmakhova, Lea Frermann

CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models

Hong Yi Lin, Chunhua Liu, Haoyu Gao, Patanamon Thongtanunam, Christoph Treude