ACL 2025: all accepted papers
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- DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation ↗Jizheng Chen, Kounianhua Du, Xinyi Dai et al. · Long Papers2 citations
- Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ↗Daiying Zhao, Xinyu Yang, Hang Chen · Long Papers2 citations
- DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ↗Zhuoqun Li, Haiyang Yu, Xuanang Chen et al. · Long Papers2 citations
- Detecting Sockpuppetry on Wikipedia Using Meta-Learning ↗Luc Raszewski, Christine de Kock · Long Papers2 citations
- Detection of Human and Machine-Authored Fake News in Urdu ↗Muhammad Zain Ali, Yuxia Wang, Bernhard Pfahringer et al. · Long Papers2 citations
- Developmentally-plausible Working Memory Shapes a Critical Period for Language AcquisitionMasato Mita, Ryo Yoshida, Yohei Oseki · Long Papers2 citations · our summary
- Dialogue Systems for Emotional Support via Value Reinforcement ↗Juhee Kim, Chunghu Mok, Jisun Lee et al. · Long Papers2 citations
- Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ↗Qiwei Li, Teng Xiao, Zuchao Li et al. · Long Papers2 citations
- DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models ↗Ruizhe Chen, Wenhao Chai, Zhifei Yang et al. · Long Papers2 citations
- DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising ↗Zhenhao Li, Huichi Zhou, Marek Rei et al. · Long Papers2 citations
- Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning ↗Zheyuan Liu, Suraj Maharjan, Fanyou Wu et al. · Long Papers2 citations
- Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ↗Dongsheng Zhu, Weixian Shi, Zhengliang Shi et al. · Long Papers2 citations
- Do Language Models Understand Honorific Systems in Javanese? ↗Mohammad Rifqi Farhansyah, Iwan Darmawan, Adryan Kusumawardhana et al. · Long Papers2 citations
- Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ↗Ante Wang, Linfeng Song, Ye Tian et al. · Long Papers2 citations
- Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ↗Luhao Zhang, Xinyu Zhang, Linmei Hu et al. · Long Papers2 citations
- Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models ↗Lanxue Zhang, Yanan Cao, Yuqiang Xie et al. · Long Papers2 citations
- EAC-MoE: Expert-Selection Aware Compressor for Mixture-of-Experts Large Language Models ↗Yuanteng Chen, Yuantian Shao, Peisong Wang et al. · Long Papers2 citations
- ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ↗Xuxu Liu, Siyuan Liang, Mengya Han et al. · Long Papers2 citations
- ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries ↗Kishan Maharaj, Vitobha Munigala, Srikanth G. Tamilselvam et al. · Long Papers2 citations
- Efficient Domain Continual pretraining by Mitigating the Stability Gap ↗Yiduo Guo, Jie Fu, Huishuai Zhang et al. · Long Papers2 citations
- Efficiently Identifying Watermarked Segments in Mixed-Source Texts ↗Xuandong Zhao, Chenwen Liao, Yu-Xiang Wang et al. · Long Papers2 citations
- Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions ↗Jihyoung Jang, Minwook Bae, Minji Kim et al. · Long Papers2 citations
- English-based acoustic models perform well in the forced alignment of two English-based Pacific Creoles ↗Sam Passmore, Lila San Roque, Kirsty Gillespie et al. · Long Papers2 citations
- Enhancing Human Evaluation in Machine Translation with Comparative Judgement ↗Yixiao Song, Parker Riley, Daniel Deutsch et al. · Long Papers2 citations
- Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models ↗Yiwen Jiang, Deval Mehta, Wei Feng et al. · Long Papers2 citations
- Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ↗Duzhen Zhang, Yong Ren, Zhong-Zhi Li et al. · Long Papers2 citations
- Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ↗Delong Zeng, Yuexiang Xie, Yaliang Li et al. · Long Papers2 citations
- Enhancing Neural Machine Translation Through Target Language Data: A $k$NN-LM Approach for Domain Adaptation ↗Abudurexiti Reheman, Hongyu Liu, Junhao Ruan et al. · Long Papers2 citations
- Enhancing Text Editing for Grammatical Error Correction: Arabic as a Case Study ↗Bashar Alhafni, Nizar Habash · Long Papers2 citations
- Enough Coin Flips Can Make LLMs Act Bayesian ↗Ritwik Gupta, Rodolfo Corona, Jiaxin Ge et al. · Long Papers2 citations
- Error-driven Data-efficient Large Multimodal Model Tuning ↗Barry Menglong Yao, Qifan Wang, Lifu Huang · Long Papers2 citations
- Evaluating Tokenizer Adaptation Methods for Large Language Models on Low-Resource Programming Languages ↗Georgy Andryushchenko, Vladimir V. Ivanov · Student Research Workshop2 citations
- Evaluating the Evaluation of Diversity in Commonsense Generation ↗Tianhui Zhang, Bei Peng, Danushka Bollegala · Long Papers2 citations
- Explicit and Implicit Data Augmentation for Social Event Detection ↗Congbo Ma, Yuxia Wang, Jia Wu et al. · Long Papers2 citations
- Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ↗Zhenyang Cai, Junying Chen, Rongsheng Wang et al. · Long Papers2 citations
- Exploring Explanations Improves the Robustness of In-Context Learning ↗Ukyo Honda, Tatsushi Oka · Long Papers2 citations
- Exploring Forgetting in Large Language Model Pre-Training ↗Chonghua Liao, Ruobing Xie, Xingwu Sun et al. · Long Papers2 citations
- Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation ↗Yonghyun Jun, Hwanhee Lee · Long Papers2 citations
- Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis ↗Jisoo Mok, Ik-hwan Kim, Sangkwon Park et al. · Long Papers2 citations
- Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning ↗Joykirat Singh, Akshay Nambi, Vibhav Vineet · Long Papers2 citations
- Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method ↗Xinhao Xu, Jiaxin Li, Hui Chen et al. · Long Papers2 citations
- Eye Tracking and NLP ↗David Reich, Omer Shubi, Lena Jäger et al. · Tutorial Abstracts2 citations
- FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation ↗Farima Fatahi Bayat, Lechen Zhang, Sheza Munir et al. · Long Papers2 citations
- Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ↗Xin Quan, Marco Valentino, Louise A. Dennis et al. · Long Papers2 citations
- Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree ↗Huanran Zheng, Xiaoling Wang · Long Papers2 citations
- Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots ↗Sarah E. Finch, Ellie S. Paek, Ikseon Choi et al. · Long Papers2 citations
- Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking ↗Yifan Zhang, Wenyu Du, Dongming Jin et al. · Long Papers2 citations
- FlashAudio: Rectified Flow for Fast and High-Fidelity Text-to-Audio Generation ↗Huadai Liu, Jialei Wang, Rongjie Huang et al. · Long Papers2 citations
- Flexora: Flexible Low-Rank Adaptation for Large Language Models ↗Chenxing Wei, Yao Shu, Ying Tiffany He et al. · Long Papers2 citations
- FoldMoE: Efficient Long Sequence MoE Training via Attention-MoE Pipelining ↗Guichao Zhu, Lintian Lei, Yuhao Qing et al. · Long Papers2 citations
- From Ambiguity to Accuracy: The Transformative Effect of Coreference Resolution on Retrieval-Augmented Generation systems ↗Youngjoon Jang, Seongtae Hong, Junyoung Son et al. · Student Research Workshop2 citations
- From Isolates to Families: Using Neural Networks for Automated Language Affiliation ↗Frederic Blum, Steffen Herbold, Johann-Mattis List · Long Papers2 citations
- From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ↗Chongxuan Huang, Yongshi Ye, Biao Fu et al. · Long Papers2 citations
- From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment ↗Bin Xie, Bingbing Xu, Yige Yuan et al. · Long Papers2 citations
- From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions ↗Nathanaël Carraz Rakotonirina, Mohammed Hamdy, Jon Ander Campos et al. · Long Papers2 citations
- From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models ↗Yidan Wang, Yubing Ren, Yanan Cao et al. · Long Papers2 citations
- GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion ↗Sunkyung Lee, Minjin Choi, Eunseong Choi et al. · Long Papers2 citations
- Game Development as Human-LLM Interaction ↗Jiale Hong, Hongqiu Wu, Hai Zhao · Long Papers2 citations
- Gender Inclusivity Fairness Index (GIFI): A Multilevel Framework for Evaluating Gender Diversity in Large Language Models ↗Zhengyang Shan, Emily Diana, Jiawei Zhou · Long Papers2 citations
- Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models ↗Haoran Ye, TianZe Zhang, Yuhang Xie et al. · Long Papers2 citations
- Gradient-Adaptive Policy Optimization: Towards Multi-Objective Alignment of Large Language Models ↗Chengao Li, Hanyu Zhang, Yunkun Xu et al. · Long Papers2 citations
- GrammaMT: Improving Machine Translation with Grammar-Informed In-Context LearningRita Ramos, Everlyn Asiko Chimoto, Maartje Ter Hoeve et al. · Long Papers2 citations · our summary
- Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning ↗Junqi Gao, Xiang Zou, Ying Ai et al. · Long Papers2 citations
- HACo-Det: A Study Towards Fine-Grained Machine-Generated Text Detection under Human-AI Coauthoring ↗Zhixiong Su, Yichen Wang, Herun Wan et al. · Long Papers2 citations
- HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ↗Xiao Wang, Jingyun Hua, Weihong Lin et al. · Long Papers2 citations
- Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems ↗Hansa Meghwani, Amit Agarwal, Priyaranjan Pattnayak et al. · Industry Track2 citations
- HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ↗Michiel Van Der Meer, Pavel Korshunov, Sébastien Marcel et al. · Long Papers2 citations
- How Much Do Encoder Models Know About Word Senses? ↗Simone Teglia, Simone Tedeschi, Roberto Navigli · Long Papers2 citations
- HyILR: Hyperbolic Instance-Specific Local Relationships for Hierarchical Text Classification ↗Ashish Kumar, Durga Toshniwal · Student Research Workshop2 citations
- INTERACT: Enabling Interactive, Question-Driven Learning in Large Language Models ↗Aum Kendapadi, Kerem Zaman, Rakesh R Menon et al. · Long Papers2 citations
- IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ↗Wei Song, Zhenya Huang, Cheng Cheng et al. · Long Papers2 citations
- If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation? ↗Ryo Yoshida, Shinnosuke Isono, Kohei Kajikawa et al. · Long Papers2 citations
- If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World ↗Adrian de Wynter · Long Papers2 citations
- Improved Unbiased Watermark for Large Language Models ↗Ruibo Chen, Yihan Wu, Junfeng Guo et al. · Long Papers2 citations
- Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization ↗Lei Huang, Xiaocheng Feng, Weitao Ma et al. · Long Papers2 citations
- IndicSynth: A Large-Scale Multilingual Synthetic Speech Dataset for Low-Resource Indian Languages ↗Divya V Sharma, Vijval Ekbote, Anubha Gupta · Long Papers · 🏆 Outstanding Paper2 citations
- Inferring Functionality of Attention Heads from their Parameters ↗Amit Elhelo, Mor Geva · Long Papers2 citations
- Infogen: Generating Complex Statistical Infographics from Documents ↗Akash Ghosh, Aparna Garimella, Pritika Ramu et al. · Long Papers2 citations
- Instruction Tuning on Public Government and Cultural Data for Low-Resource Language: a Case Study in Kazakh ↗Nurkhan Laiyk, Daniil Orel, Rituraj Joshi et al. · Long Papers2 citations
- Interactive Evolution: A Neural-Symbolic Self-Training Framework For Large Language Models ↗Fangzhi Xu, Qiushi Sun, Kanzhi Cheng et al. · Long Papers2 citations
- Interactive and Expressive Code-Augmented Planning with Large Language Models ↗Anthony Zhe Liu, Xinhe Wang, Jacob Sansom et al. · Long Papers2 citations
- Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ↗Chenghao Sun, Zhen Huang, Yonggang Zhang et al. · Long Papers2 citations
- InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes Under Herd Behavior ↗Huisheng Wang, Zhuoshi Pan, Hangjing Zhang et al. · Long Papers2 citations
- Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ↗Yuanfan Li, Zhaohan Zhang, Chengzhengxu Li et al. · Long Papers2 citations
- JuStRank: Benchmarking LLM Judges for System Ranking ↗Ariel Gera, Odellia Boni, Yotam Perlitz et al. · Long Papers2 citations
- Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ↗Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Ridwan Mahbub et al. · Industry Track2 citations
- LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ↗Cheng Yuan, Xinkai Rui, Yongqi Fan et al. · System Demonstrations2 citations
- LETS-C: Leveraging Text Embedding for Time Series Classification ↗Rachneet Kaur, Zhen Zeng, Tucker Balch et al. · Long Papers2 citations
- LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios ↗Xiaodong Wu, Minhao Wang, Yichen Liu et al. · Long Papers2 citations
- LLM as Entity Disambiguator for Biomedical Entity-Linking ↗Christophe Ye, Cassie S. Mitchell · Short Papers2 citations
- LLMs Trust Humans More, That's a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ↗Yuxuan Li, Xinwei Guo, Jiashi Gao et al. · Long Papers2 citations
- LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing ↗Zhengxiang Wang, Veronika Makarova, Zhi Li et al. · Long Papers2 citations
- LLMs can be easily Confused by Instructional Distractions ↗Yerin Hwang, Yongil Kim, Jahyun Koo et al. · Long Papers2 citations
- Language-Codec: Bridging Discrete Codec Representations and Speech Language Models ↗Shengpeng Ji, Minghui Fang, Jialong Zuo et al. · Long Papers2 citations
- Large Language and Protein Assistant for Protein-Protein Interactions Prediction ↗Peng Zhou, Pengsen Ma, Jianmin Wang et al. · Long Papers2 citations
- Learning to Reason from Feedback at Test-Time ↗Yanyang Li, Michael R. Lyu, Liwei Wang · Long Papers2 citations
- LexCLiPR: Cross-Lingual Paragraph Retrieval from Legal Judgments ↗Rohit Upadhya, Santosh T.Y.S.S · Long Papers2 citations
- LexKeyPlan: Planning with Keyphrases and Retrieval Augmentation for Legal Text Generation: A Case Study on European Court of Human Rights Cases ↗Santosh T.Y.S.S, Elvin Quero Hernandez · Short Papers2 citations
- Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ↗Marc Feger, Katarina Boland, Stefan Dietze · Long Papers2 citations
- LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs ↗Chansung Park, Juyong Jiang, Fan Wang et al. · Long Papers2 citations
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