ACL 2025: all accepted papers
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- Flipping Knowledge Distillation: Leveraging Small Models' Expertise to Enhance LLMs in Text Matching ↗Mingzhe Li, Jing Xiang, Qishen Zhang et al. · Long Papers4 citations
- Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ↗Simone Filice, Guy Horowitz, David Carmel et al. · Industry Track4 citations
- Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs ↗Haozhen Zhang, Tao Feng, Jiaxuan You · Long Papers4 citations
- Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints ↗Junxiao Yang, Zhexin Zhang, Shiyao Cui et al. · Long Papers4 citations
- Gumbel Reranking: Differentiable End-to-End Reranker Optimization ↗Siyuan Huang, Zhiyuan Ma, Jintao Du et al. · Long Papers4 citations
- HFT: Half Fine-Tuning for Large Language Models ↗Tingfeng Hui, Zhenyu Zhang, Shuohuan Wang et al. · Long Papers4 citations
- Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ↗Md Messal Monem Miah, Adrita Anika, Xi Shi et al. · Long Papers4 citations
- How to Enable Effective Cooperation Between Humans and NLP Models: A Survey of Principles, Formalizations, and Beyond ↗Chen Huang, Yang Deng, Wenqiang Lei et al. · Long Papers4 citations
- Human Alignment: How Much Do We Adapt to LLMs? ↗Cazalets Tanguy, Ruben Janssens, Tony Belpaeme et al. · Short Papers4 citations
- ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ↗Zhenliang Zhang, Xinyu Hu, Huixuan Zhang et al. · Long Papers4 citations
- Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks ↗Amir Saeidi, Shivanshu Verma, Md Nayem Uddin et al. · Student Research Workshop4 citations
- JoPA: Explaining Large Language Model's Generation via Joint Prompt Attribution ↗Yurui Chang, Bochuan Cao, Yujia Wang et al. · Long Papers4 citations
- LLM as a Broken Telephone: Iterative Generation Distorts Information ↗Amr Mohamed, Mingmeng Geng, Michalis Vazirgiannis et al. · Long Papers4 citations
- LLM-Guided Semantic-Aware Clustering for Topic Modeling ↗Jianghan Liu, Ziyu Shang, Wenjun Ke et al. · Long Papers4 citations
- Large Language Models are Good Relational Learners ↗Fang Wu, Vijay Prakash Dwivedi, Jure Leskovec · Long Papers4 citations
- Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ↗Adrián Bazaga, Rexhina Blloshmi, Bill Byrne et al. · Long Papers4 citations
- LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries ↗Zekun Wu, Seonglae Cho, Umar Mohammed et al. · Student Research Workshop4 citations
- LongReward: Improving Long-context Large Language Models with AI Feedback ↗Jiajie Zhang, Zhongni Hou, Xin Lv et al. · Long Papers4 citations
- MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ↗Daniel Philip Rose, Chia-Chien Hung, Marco Lepri et al. · Long Papers4 citations
- MEMERAG: A Multilingual End-to-End Meta-Evaluation Benchmark for Retrieval Augmented Generation ↗María Andrea Cruz Blandón, Jayasimha Talur, Bruno Charron et al. · Long Papers4 citations
- MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ↗Linzhuang Sun, Hao Liang, Jingxuan Wei et al. · Long Papers4 citations
- Mapping the Podcast Ecosystem with the Structured Podcast Research Corpus ↗Benjamin Roger Litterer, David Jurgens, Dallas Card · Long Papers4 citations
- Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ↗Ori Shapira, Shlomo E. Chazan, Amir DN Cohen · Long Papers4 citations
- MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ↗Shojiro Yamabe, Futa Kai Waseda, Tsubasa Takahashi et al. · Long Papers4 citations
- Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ↗Shengqian Qin, Yakun Zhu, Linjie Mu et al. · Long Papers4 citations
- Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring ↗Po-Kai Chen, Bo-Wei Tsai, Shao Kuan Wei et al. · Long Papers4 citations
- Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ↗Zheyuan Liu, Guangyao Dou, Xiangchi Yuan et al. · Long Papers4 citations
- MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ↗Ziting Xian, Jiawei Gu, Lingbo Li et al. · Long Papers4 citations
- MorphMark: Flexible Adaptive Watermarking for Large Language Models ↗Zongqi Wang, Tianle Gu, Baoyuan Wu et al. · Long Papers4 citations
- Navigating Rifts in Human-LLM Grounding: Study and Benchmark ↗Omar Shaikh, Hussein Mozannar, Gagan Bansal et al. · Long Papers4 citations
- OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching ↗Nghia Huynh Nguyen Hieu, Ngoc Son Nguyen, Huynh Nguyen Dang et al. · Long Papers4 citations
- On the Limit of Language Models as Planning Formalizers ↗Cassie Huang, Li Zhang · Long Papers4 citations
- Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models ↗Mats Faulborn, Indira Sen, Max Pellert et al. · Long Papers4 citations
- PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation ↗Arkadiusz Modzelewski, Witold Sosnowski, Tiziano Labruna et al. · Long Papers4 citations
- Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ↗Zijian Shao, Jiancan Wu, Weijian Chen et al. · Long Papers4 citations
- Personalized Text Generation with Contrastive Activation Steering ↗Jinghao Zhang, Yuting Liu, Wenjie Wang et al. · Long Papers4 citations
- Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ↗Yuhong Dai, Jianxun Lian, Yitian Huang et al. · Long Papers4 citations
- PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ↗Haoran Li, Wenbin Hu, Huihao Jing et al. · Long Papers4 citations
- Proactive Guidance of Multi-Turn Conversation in Industrial Search ↗Xiaoyu Li, Xiao Li, Li Gao et al. · Industry Track4 citations
- ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing ↗Xiuxuan Shen, Zhongyuan Jiang, Junsan Zhang et al. · Long Papers4 citations
- PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ↗Huachuan Qiu, Zhenzhong Lan · Long Papers4 citations
- Quantification of Large Language Model Distillation ↗Sunbowen Lee, Junting Zhou, Chang Ao et al. · Long Papers4 citations
- RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ↗Wenjun Hou, Yi Cheng, Kaishuai Xu et al. · Long Papers4 citations
- RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning ↗Deyi Ji, Yuekui Yang, Haiyang Wu et al. · Industry Track4 citations
- ReLearn: Unlearning via Learning for Large Language Models ↗Haoming Xu, Ningyuan Zhao, Liming Yang et al. · Long Papers4 citations
- S$^2$R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning ↗Ruotian Ma, Peisong Wang, Cheng Liu et al. · Long Papers4 citations
- S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling ↗Suman Adhya, Debarshi Kumar Sanyal · Long Papers4 citations
- SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention ↗Chengshuai Zhao, Zhen Tan, Chau-Wai Wong et al. · Long Papers4 citations
- SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script ↗Eunwon Kim, Chanho Park, Buru Chang · Long Papers4 citations
- Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts ↗Hongyu Chen, Seraphina Goldfarb-Tarrant · Long Papers4 citations
- Safety Alignment via Constrained Knowledge Unlearning ↗Zesheng Shi, Yucheng Zhou, Jing Li et al. · Long Papers4 citations
- Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition ↗Kehua Feng, Keyan Ding, Tan Hongzhi et al. · Long Papers4 citations
- SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ↗Xiao Xia, Dan Zhang, Zibo Liao et al. · Long Papers4 citations
- Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs ↗Zhuo Li, Yuhao Du, Jinpeng Hu et al. · Long Papers4 citations
- Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ↗Wenhan Liu, Xinyu Ma, Yutao Zhu et al. · Long Papers4 citations
- 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 et al. · Student Research Workshop4 citations
- TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages ↗Jafar Isbarov, Arofat Akhundjanova, Mammad Hajili et al. · Long Papers4 citations
- The Role of Deductive and Inductive Reasoning in Large Language Models ↗Chengkun Cai, Xu Zhao, Haoliang Liu et al. · Long Papers4 citations
- ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use ↗Junjie Ye, Zhengyin Du, Xuesong Yao et al. · Long Papers4 citations
- Towards Building Large Scale Datasets and State-of-the-Art Automatic Speech Translation Systems for 14 Indian Languages ↗Ashwin Sankar, Sparsh Jain, Nikhil Narasimhan et al. · Long Papers4 citations
- Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ↗Priyanka Kargupta, Ishika Agarwal, Tal August et al. · Long Papers4 citations
- UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter Efficient Fine-Tuning of Large Models ↗Xueyan Zhang, Jinman Zhao, Zhifei Yang et al. · Long Papers4 citations
- UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization ↗Md Nayem Uddin, Amir Saeidi, Divij Handa et al. · Long Papers4 citations
- Understanding Impact of Human Feedback via Influence Functions ↗Taywon Min, Haeone Lee, Yongchan Kwon et al. · Long Papers4 citations
- Understanding the Dark Side of LLMs' Intrinsic Self-Correction ↗Qingjie Zhang, Di Wang, Haoting Qian et al. · Long Papers4 citations
- Uni-Retrieval: A Multi-Style Retrieval Framework for STEM's Education ↗Yanhao Jia, Xinyi Wu, Li Hao et al. · Long Papers4 citations
- Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ↗Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang et al. · Long Papers4 citations
- V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ↗Runqi Qiao, Qiuna Tan, Guanting Dong et al. · Long Papers4 citations
- VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ↗Xiasi Wang, Tianliang Yao, Simin Chen et al. · Long Papers4 citations
- VLSBench: Unveiling Visual Leakage in Multimodal Safety ↗Xuhao Hu, Dongrui Liu, Hao Li et al. · Long Papers4 citations
- ViGiL3D: A Linguistically Diverse Dataset for 3D Visual Grounding ↗Austin Wang, ZeMing Gong, Angel X Chang · Long Papers4 citations
- What Makes a Good Natural Language Prompt? ↗Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen et al. · Long Papers4 citations
- gec-metrics: A Unified Library for Grammatical Error Correction Evaluation ↗Takumi Goto, Yusuke Sakai, Taro Watanabe · System Demonstrations4 citations
- iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering ↗Shuai Wang, Yinan Yu · Long Papers4 citations
- $S^3$ - Semantic Signal Separation ↗Márton Kardos, Jan Kostkan, Kenneth Enevoldsen et al. · Long Papers3 citations
- A Reality Check on Context Utilisation for Retrieval-Augmented Generation ↗Lovisa Hagström, Sara Vera Marjanovic, Haeun Yu et al. · Long Papers3 citations
- A Statistical and Multi-Perspective Revisiting of the Membership Inference Attack in Large Language Models ↗Bowen Chen, Namgi Han, Yusuke Miyao · Long Papers3 citations
- A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ↗Sarath Sivaprasad, Pramod Kaushik, Sahar Abdelnabi et al. · Long Papers · 🏆 Best Paper3 citations
- AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ↗Xilin Jiang, Sukru Samet Dindar, Vishal Choudhari et al. · Long Papers3 citations
- ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ↗Yiyi Chen, Qiongkai Xu, Johannes Bjerva · Long Papers3 citations
- Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention ↗Jingran Su, Jingfan Chen, Hongxin Li et al. · Long Papers3 citations
- Agentic Knowledgeable Self-awareness ↗Shuofei Qiao, Zhisong Qiu, Baochang Ren et al. · Long Papers3 citations
- Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ↗Yidong Gan, Maciej Rybinski, Ben Hachey et al. · Long Papers3 citations
- Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning ↗Lei Huang, Xiaocheng Feng, Weitao Ma et al. · Long Papers3 citations
- Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ↗Zheng Liu, Ze Liu, Zhengyang Liang et al. · Long Papers3 citations
- Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ↗Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo et al. · Long Papers3 citations
- Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation ↗Kristine Ann M. Carandang, Jasper Meynard Arana, Ethan Robert Casin et al. · Industry Track3 citations
- Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models ↗Zhisong Zhang, Yan Wang, Xinting Huang et al. · Long Papers3 citations
- Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ↗Kangcheng Luo, Quzhe Huang, Cong Jiang et al. · Long Papers3 citations
- BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering ↗Taolin Zhang, Dongyang Li, Qizhou Chen et al. · Long Papers3 citations
- BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving ↗Ran Xin, Chenguang Xi, Jie Yang et al. · Long Papers3 citations
- Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems ↗Haochun Wang, Sendong Zhao, Jingbo Wang et al. · Long Papers3 citations
- Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ↗Weixuan Wang, Minghao Wu, Barry Haddow et al. · Long Papers · 🏆 Outstanding Paper3 citations
- CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ↗Yongheng Zhang, Xu Liu, Ruoxi Zhou et al. · Long Papers3 citations
- CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ↗Tianyu Yang, Lisen Dai, Xiangqi Wang et al. · Long Papers3 citations
- CLaSp: In-Context Layer Skip for Self-Speculative Decoding ↗Longze Chen, Renke Shan, Huiming Wang et al. · Long Papers3 citations
- CMHKF: Cross-Modality Heterogeneous Knowledge Fusion for Weakly Supervised Video Anomaly Detection ↗Guohua Wang, Shengping Song, Wuchun He et al. · Long Papers3 citations
- COSMMIC: Comment-Sensitive Multimodal Multilingual Indian Corpus for Summarization and Headline Generation ↗Raghvendra Kumar, Mohammed Salman S A, Aryan Sahu et al. · Long Papers3 citations
- CRiskEval: A Chinese Multi-Level Risk Evaluation Benchmark Dataset for Large Language Models ↗Ling Shi, Deyi Xiong · Long Papers3 citations
- Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ↗Yuyao Ge, Shenghua Liu, Baolong Bi et al. · Long Papers3 citations
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