ACL 2025: all accepted papers
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- Can MLLMs Understand the Deep Implication Behind Chinese Images? ↗Chenhao Zhang, Xi Feng, Yuelin Bai et al. · Long Papers3 citations
- Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions ↗Xinbei Ma, Yiting Wang, Yao Yao et al. · Long Papers3 citations
- ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents ↗Zhigen Li, Jianxiang Peng, Yanmeng Wang et al. · Long Papers3 citations
- ChildMandarin: A Comprehensive Mandarin Speech Dataset for Young Children Aged 3-5 ↗Jiaming Zhou, Shiyao Wang, Shiwan Zhao et al. · Long Papers3 citations
- CodeArena: A Collective Evaluation Platform for LLM Code Generation ↗Mingzhe Du, Anh Tuan Luu, Bin Ji et al. · System Demonstrations3 citations
- CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models ↗Xiaqiang Tang, Jian Li, Keyu Hu et al. · Long Papers3 citations
- CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System ↗Li Hu, Guoqiang Chen, Xiuwei Shang et al. · Long Papers3 citations
- Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities ↗Jiahui Geng, Thy Thy Tran, Preslav Nakov et al. · Long Papers3 citations
- Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ↗Fanhang Man, Huandong Wang, Jianjie Fang et al. · Long Papers3 citations
- Contextual Experience Replay for Self-Improvement of Language Agents ↗Yitao Liu, Chenglei Si, Karthik R Narasimhan et al. · Long Papers3 citations
- ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ↗Shengpeng Ji, Qian Chen, Wen Wang et al. · Long Papers3 citations
- Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ↗Yuheng Lu, Bingshuo Qian, Caixia Yuan et al. · Long Papers3 citations
- Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ↗Qiyuan Zhang, Yufei Wang, Yuxin Jiang et al. · Long Papers3 citations
- DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ↗Yayu Long, Kewei Chen, Long Jin et al. · Long Papers3 citations
- Data Caricatures: On the Representation of African American Language in Pretraining Corpora ↗Nicholas Deas, Blake Vente, Amith Ananthram et al. · Long Papers3 citations
- DeAL: Decoding-time Alignment for Large Language Models ↗James Y. Huang, Sailik Sengupta, Daniele Bonadiman et al. · Long Papers3 citations
- Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts ↗Baolong Bi, Shenghua Liu, Lingrui Mei et al. · Long Papers3 citations
- Dialectal Coverage And Generalization in Arabic Speech Recognition ↗Amirbek Djanibekov, Hawau Olamide Toyin, Raghad Alshalan et al. · Long Papers3 citations
- Disentangling Language and Culture for Evaluating Multilingual Large Language Models ↗Jiahao Ying, Wei Tang, Yiran Zhao et al. · Long Papers3 citations
- DistilQwen2.5: Industrial Practices of Training Distilled Open Lightweight Language Models ↗Chengyu Wang, Junbing Yan, Yuanhao Yue et al. · Industry Track3 citations
- DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral ↗Qiang Sun, Sirui Li, Tingting Bi et al. · System Demonstrations3 citations
- Document-Level Event-Argument Data Augmentation for Challenging Role Types ↗Joseph Gatto, Omar Sharif, Parker Seegmiller et al. · Long Papers3 citations
- Domain Adaptation of Foundation LLMs for e-Commerce ↗Christian Herold, Michael Kozielski, Tala Bazazo et al. · Industry Track3 citations
- Dynamic Parallel Tree Search for Efficient LLM Reasoning ↗Yifu Ding, Wentao Jiang, Shunyu Liu et al. · Long Papers3 citations
- EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ↗Yaozhen Liang, Xiao Liu, Jiajun Yu et al. · Industry Track3 citations
- EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices ↗Jiyu Chen, Shuang Peng, Daxiong Luo et al. · Industry Track3 citations
- EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ↗Zekun Wang, MingHua Ma, Zexin Wang et al. · Long Papers3 citations
- Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ↗Álvaro Zaera, Diana Nicoleta Popa, Ivan Sekulic et al. · Industry Track3 citations
- Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ↗Ahmed Elhady, Eneko Agirre, Mikel Artetxe · Long Papers3 citations
- Enhancing Lexicon-Based Text Embeddings with Large Language Models ↗Yibin Lei, Tao Shen, Yu Cao et al. · Long Papers3 citations
- Enhancing Machine Translation with Self-Supervised Preference Data ↗Haoxiang Sun, Ruize Gao, Pei Zhang et al. · Long Papers3 citations
- Enhancing Retrieval-Augmented Generation via Evidence Tree Search ↗Hao Sun, Hengyi Cai, Yuchen Li et al. · Long Papers3 citations
- Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ↗ChaeHun Park, Yujin Baek, Jaeseok Kim et al. · Long Papers3 citations
- Exploring the Impact of Instruction-Tuning on LLM's Susceptibility to Misinformation ↗Kyubeen Han, Junseo Jang, Hongjin Kim et al. · Long Papers3 citations
- Extending Complex Logical Queries on Uncertain Knowledge Graphs ↗Weizhi Fei, Zihao Wang, Hang Yin et al. · Long Papers3 citations
- Fairness through Difference Awareness: Measuring $\textitDesired$ Group Discrimination in LLMs ↗Angelina Wang, Michelle Phan, Daniel E. Ho et al. · Long Papers · 🏆 Best Paper3 citations
- Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation ↗Zixuan Wang, Jinghao Shi, Hanzhong Liang et al. · Industry Track3 citations
- Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs ↗Haritz Puerto, Tilek Chubakov, Xiaodan Zhu et al. · Long Papers3 citations
- Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ↗Aofei Chang, Le Huang, Alex James Boyd et al. · Long Papers3 citations
- GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding ↗Ziyin Zhang, Hang Yu, Sage Lee et al. · Long Papers3 citations
- GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ↗Bin Xie, Rui Shao, Gongwei Chen et al. · Long Papers3 citations
- Generating Diverse Training Samples for Relation Extraction with Large Language Models ↗Zexuan Li, Hongliang Dai, Piji Li · Long Papers3 citations
- Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models ↗Somshubra Majumdar, Vahid Noroozi, Mehrzad Samadi et al. · Industry Track3 citations
- GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture ↗Valentin Mamedov, Evgenii Kosarev, Gregory Leleytner et al. · System Demonstrations3 citations
- Graphically Speaking: Unmasking Abuse in Social Media with Conversation Insights ↗Célia Nouri, Jean-Philippe Cointet, Chloé Clavel · Long Papers3 citations
- HateDay: Insights from a Global Hate Speech Dataset Representative of a Day on Twitter ↗Manuel Tonneau, Diyi Liu, Niyati Malhotra et al. · Long Papers · 🏆 Outstanding Paper3 citations
- Help Me Write a Story: Evaluating LLMs' Ability to Generate Writing Feedback ↗Hannah Rashkin, Elizabeth Clark, Fantine Huot et al. · Long Papers3 citations
- HumT DumT: Measuring and controlling human-like language in LLMs ↗Myra Cheng, Sunny Yu, Dan Jurafsky · Long Papers3 citations
- Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ↗Jiecheng Zhang, C.L.Philip Chen, Shuzhen Li et al. · Long Papers3 citations
- Information Locality as an Inductive Bias for Neural Language Models ↗Taiga Someya, Anej Svete, Brian DuSell et al. · Long Papers3 citations
- InspireDebate: Multi-Dimensional Subjective-Objective Evaluation-Guided Reasoning and Optimization for Debating ↗Fuyu Wang, Jiangtong Li, Kun Zhu et al. · Long Papers3 citations
- InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ↗Zifu Wan, Yaqi Xie, Ce Zhang et al. · Long Papers3 citations
- KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ↗Tianshi Zheng, Weihan Li, Jiaxin Bai et al. · Short Papers3 citations
- Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language Models ↗Guanghui Ye, Huan Zhao, Zhixue Zhao et al. · Long Papers3 citations
- Knowledge Tracing in Programming Education Integrating Students' Questions ↗Doyoun Kim, Suin Kim, Yohan Jo · Long Papers3 citations
- Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ↗Shuai Niu, Jing Ma, Hongzhan Lin et al. · Long Papers3 citations
- LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ↗Jianghao Chen, Junhong Wu, Yangyifan Xu et al. · Long Papers3 citations
- LAQuer: Localized Attribution Queries in Content-grounded Generation ↗Eran Hirsch, Aviv Slobodkin, David Wan et al. · Long Papers3 citations
- LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing ↗Dario Di Palma, Alessandro De Bellis, Giovanni Servedio et al. · Long Papers3 citations
- Language Models Resist Alignment: Evidence From Data Compression ↗Jiaming Ji, Kaile Wang, Tianyi Alex Qiu et al. · Long Papers · 🏆 Best Paper3 citations
- Large Margin Representation Learning for Robust Cross-lingual Named Entity Recognition ↗Guangcheng Zhu, Ruixuan Xiao, Haobo Wang et al. · Long Papers3 citations
- Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ↗Guangyue Peng, Tao Ge, Wen Luo et al. · Long Papers3 citations
- Learning to Rewrite: Generalized LLM-Generated Text Detection ↗Wei Hao, Ran Li, Weiliang Zhao et al. · Long Papers3 citations
- LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning ↗Weijie Shi, Han Zhu, Jiaming Ji et al. · Long Papers3 citations
- Length Controlled Generation for Black-box LLMs ↗Yuxuan Gu, Wenjie Wang, Xiaocheng Feng et al. · Long Papers3 citations
- Literature Meets Data: A Synergistic Approach to Hypothesis Generation ↗Haokun Liu, Yangqiaoyu Zhou, Mingxuan Li et al. · Long Papers3 citations
- LongSafety: Evaluating Long-Context Safety of Large Language Models ↗Yida Lu, Jiale Cheng, Zhexin Zhang et al. · Long Papers3 citations
- Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ↗Mingyang Wang, Heike Adel, Lukas Lange et al. · Long Papers3 citations
- MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation ↗Ching-Wen Yang, Zhi-Quan Feng, Ying-Jia Lin et al. · Long Papers3 citations
- METAL: A Multi-Agent Framework for Chart Generation with Test-Time ScalingBingxuan Li, Yiwei Wang, Jiuxiang Gu et al. · Long Papers3 citations · our summary
- MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation ↗Tianyu Dong, Bo Li, Jinsong Liu et al. · Long Papers3 citations
- Making FETCH! Happen: Finding Emergent Dog Whistles Through Common Habitats ↗Kuleen Sasse, Carlos Alejandro Aguirre, Isabel Cachola et al. · Long Papers3 citations
- MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation ↗Hsin-Ling Hsu, Cong-Tinh Dao, Luning Wang et al. · Industry Track3 citations
- Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures ↗Akhila Yerukola, Saadia Gabriel, Nanyun Peng et al. · Long Papers3 citations
- Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ↗Thanh Duc Pham, Nam Le Hai, Linh Ngo Van et al. · Long Papers3 citations
- Mixture of Small and Large Models for Chinese Spelling Check ↗Ziheng Qiao, Houquan Zhou, Zhenghua Li · Long Papers3 citations
- Multi-level Relevance Document Identifier Learning for Generative Retrieval ↗Fuwei Zhang, Xiaoyu Liu, Xinyu Jia et al. · Long Papers3 citations
- Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model ↗Sihan Tan, Taro Miyazaki, Kazuhiro Nakadai · Short Papers3 citations
- Neuron-Level Sequential Editing for Large Language Models ↗Houcheng Jiang, Junfeng Fang, Tianyu Zhang et al. · Long Papers3 citations
- Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attributions Explainability ↗Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen et al. · Long Papers3 citations
- NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts ↗Muhammad Farid Adilazuarda, Musa Izzanardi Wijanarko, Lucky Susanto et al. · Long Papers3 citations
- PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ↗Xin Quan, Marco Valentino, Danilo Carvalho et al. · System Demonstrations3 citations
- Partial Colexifications Improve Concept Embeddings ↗Arne Rubehn, Johann-Mattis List · Long Papers3 citations
- Pixel-Level Reasoning Segmentation via Multi-turn Conversations ↗Dexian Cai, Xiaocui Yang, YongKang Liu et al. · Long Papers3 citations
- PlanGPT: Enhancing Urban Planning with a Tailored Agent Framework ↗He Zhu, Guanhua Chen, Wenjia Zhang · Industry Track3 citations
- Praetor: A Fine-Grained Generative LLM Evaluator with Instance-Level Customizable Evaluation Criteria ↗Yongqi Leng, Renren Jin, Yue Chen et al. · Long Papers3 citations
- Predicting Turn-Taking and Backchannel in Human-Machine Conversations Using Linguistic, Acoustic, and Visual Signals ↗Yuxin Lin, Yinglin Zheng, Ming Zeng et al. · Long Papers3 citations
- Prompt-Guided Internal States for Hallucination Detection of Large Language Models ↗Fujie Zhang, Peiqi Yu, Biao Yi et al. · Long Papers3 citations
- R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory ↗Tenghao Huang, Kinjal Basu, Ibrahim Abdelaziz et al. · Long Papers3 citations
- ROGRAG: A Robustly Optimized GraphRAG Framework ↗Zhefan Wang, Huanjun Kong, Jie Ying et al. · System Demonstrations3 citations
- Re-identification of De-identified Documents with Autoregressive Infilling ↗Lucas Georges Gabriel Charpentier, Pierre Lison · Long Papers3 citations
- Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation ↗Lam Nguyen, Yang Xu · Student Research Workshop3 citations
- RecLM: Recommendation Instruction Tuning ↗Yangqin Jiang, Yuhao Yang, Lianghao Xia et al. · Long Papers3 citations
- Redundancy Principles for MLLMs Benchmarks ↗Zicheng Zhang, Xiangyu Zhao, Xinyu Fang et al. · Long Papers3 citations
- Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ↗Zhi Qu, Yiran Wang, Jiannan Mao et al. · Long Papers3 citations
- Representation Bending for Large Language Model Safety ↗Ashkan Yousefpour, Taeheon Kim, Ryan S. Kwon et al. · Long Papers3 citations
- Rethinking Repetition Problems of LLMs in Code Generation ↗Yihong Dong, Yuchen Liu, Xue Jiang et al. · Long Papers3 citations
- Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ↗Yinghui Li, Shang Qin, Jingheng Ye et al. · Industry Track3 citations
- Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ↗Jiahao Yuan, Dehui Du, Hao Zhang et al. · Long Papers3 citations
- Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration ↗Yuyi Zhang, Peirong Zhang, Zhenhua Yang et al. · Long Papers3 citations
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