ACL 2025: all accepted papers
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- SCULPT: Systematic Tuning of Long Prompts ↗Shanu Kumar, Akhila Yesantarao Venkata, Shubhanshu Khandelwal et al. · Long Papers3 citations
- SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL ↗Ge Qu, Jinyang Li, Bowen Qin et al. · Long Papers3 citations
- SR-LLM: Rethinking the Structured Representation in Large Language Model ↗Jiahuan Zhang, Tianheng Wang, Hanqing Wu et al. · Long Papers3 citations
- Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification ↗Chengwu Liu, Ye Yuan, Yichun Yin et al. · Long Papers3 citations
- SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification ↗Chengye Wang, Yifei Shen, Zexi Kuang et al. · Long Papers3 citations
- SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence ↗Zhining Liu, Rana Ali Amjad, Ravinarayana Adkathimar et al. · Long Papers3 citations
- Sentiment Reasoning for Healthcare ↗Khai-Nguyen Nguyen, Khai Le-Duc, Bach Phan Tat et al. · Industry Track3 citations
- SkillAggregation: Reference-free LLM-Dependent Aggregation ↗Guangzhi Sun, Anmol Kagrecha, Potsawee Manakul et al. · Long Papers3 citations
- SlimLM: An Efficient Small Language Model for On-Device Document Assistance ↗Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon et al. · System Demonstrations3 citations
- Soundwave: Less is More for Speech-Text Alignment in LLMs ↗Yuhao Zhang, Zhiheng Liu, Fan Bu et al. · Long Papers3 citations
- SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data ↗Michael Ogezi, Freda Shi · Long Papers3 citations
- Speaking Beyond Language: A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues ↗Youngmin Kim, Jiwan Chung, Jisoo Kim et al. · Long Papers3 citations
- Steering off Course: Reliability Challenges in Steering Language Models ↗Patrick Queiroz Da Silva, Hari Sethuraman, Dheeraj Rajagopal et al. · Long Papers3 citations
- Substance over Style: Evaluating Proactive Conversational Coaching Agents ↗Vidya Srinivas, Xuhai Xu, Xin Liu et al. · Long Papers3 citations
- Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ↗Shengguang Wu, Fan-Yun Sun, Kaiyue Wen et al. · Long Papers3 citations
- Synthetic Data in the Era of Large Language Models ↗Vijay Viswanathan, Xiang Yue, Alisa Liu et al. · Tutorial Abstracts3 citations
- TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification ↗Junnan Zhu, Min Xiao, Yining Wang et al. · Long Papers3 citations
- TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ↗Xinyi He, Yihao Liu, Mengyu Zhou et al. · Long Papers3 citations
- Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation ↗Chuang Zhou, Zhu Wang, Shengyuan Chen et al. · Long Papers3 citations
- Teaching Vision-Language Models to Ask: Resolving Ambiguity in Visual Questions ↗Pu Jian, Donglei Yu, Wen Yang et al. · Long Papers3 citations
- The Male CEO and the Female Assistant: Evaluation and Mitigation of Gender Biases in Text-To-Image Generation of Dual Subjects ↗Yixin Wan, Kai-Wei Chang · Long Papers3 citations
- The Nature of NLP: Analyzing Contributions in NLP Papers ↗Aniket Pramanick, Yufang Hou, Saif M. Mohammad et al. · Long Papers3 citations
- Toward Automatic Discovery of a Canine Phonetic Alphabet ↗Theron S. Wang, Xingyuan Li, Hridayesh Lekhak et al. · Long Papers · 🏆 Outstanding Paper3 citations
- Towards Better Evaluation for Generated Patent Claims ↗Lekang Jiang, Pascal A. Scherz, Stefan Goetz · Long Papers3 citations
- Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception ↗Shiyu Ni, Keping Bi, Jiafeng Guo et al. · Long Papers3 citations
- Towards Objective Fine-tuning: How LLMs' Prior Knowledge Causes Potential Poor Calibration? ↗Ziming Wang, Zeyu Shi, Haoyi Zhou et al. · Long Papers3 citations
- Translating Movie Subtitles by Large Language Models using Movie-meta Information ↗Ashmari Pramodya, Yusuke Sakai, Justin Vasselli et al. · Student Research Workshop3 citations
- UTBoost: Rigorous Evaluation of Coding Agents on SWE-Bench ↗Boxi Yu, Yuxuan Zhu, Pinjia He et al. · Long Papers3 citations
- Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ↗Hanbing Liu, Haoyang Li, Xiaokang Zhang et al. · Long Papers3 citations
- VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning ↗Yang Tan, Chen Liu, Jingyuan Gao et al. · System Demonstrations3 citations
- VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ↗Yikun Wang, Siyin Wang, Qinyuan Cheng et al. · Long Papers3 citations
- VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models ↗Wenqian Cui, Xiaoqi Jiao, Ziqiao Meng et al. · Long Papers3 citations
- When People are Floods: Analyzing Dehumanizing Metaphors in Immigration Discourse with Large Language Models ↗Julia Mendelsohn, Ceren Budak · Long Papers3 citations
- Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching ↗Xiangci Li, Zhiyu Chen, Jason Ingyu Choi et al. · Long Papers3 citations
- World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ↗Siyin Wang, Zhaoye Fei, Qinyuan Cheng et al. · Long Papers3 citations
- Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets ↗Simon Münker, Kai Kugler, Achim Rettinger · Student Research Workshop3 citations
- “Yes, My LoRD.” Guiding Language Model Extraction with Locality Reinforced Distillation ↗Zi Liang, Qingqing Ye, Yanyun Wang et al. · Long Papers3 citations
- iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop ↗Jiahui Li, Roman Klinger · Student Research Workshop3 citations
- 𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation ↗Ankita Gupta, Douglas Rice, Brendan O'Connor · Long Papers3 citations
- A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models ↗Jiesong Liu, Brian Park, Xipeng Shen · Long Papers2 citations
- A Dual-Mind Framework for Strategic and Expressive Negotiation Agent ↗Yutong Liu, Lida Shi, Rui Song et al. · Long Papers2 citations
- A Practical Approach for Building Production-Grade Conversational Agents with Workflow Graphs ↗Chiwan Park, Wonjun Jang, Daeryong Kim et al. · Industry Track2 citations
- A Semi-supervised Scalable Unified Framework for E-commerce Query Classification ↗Chunyuan Yuan, Chong Zhang, Zhen Fang et al. · Industry Track2 citations
- A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ↗Xin Gao, Qizhi Pei, Zinan Tang et al. · Long Papers2 citations
- A Variational Approach for Mitigating Entity Bias in Relation Extraction ↗Samuel Mensah, Elena Kochkina, Jabez Magomere et al. · Short Papers2 citations
- ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases ↗Yongnan Chen, Zhuo Chang, Shijia Gu et al. · System Demonstrations2 citations
- AIDE: Attribute-Guided MultI-Hop Data Expansion for Data Scarcity in Task-Specific Fine-tuning ↗Jiayu Li, Jennifer Zhu, Fang Liu et al. · Industry Track2 citations
- AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions ↗Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang et al. · Long Papers2 citations
- ASK: Aspects and Retrieval based Hybrid Clarification in Task Oriented Dialogue Systems ↗Rishav Sahay, Lavanya Sita Tekumalla, Purav Aggarwal et al. · Industry Track2 citations
- ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ↗Ziyue Wang, Chi Chen, Fuwen Luo et al. · Long Papers2 citations
- AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ↗Gaurav Verma, Rachneet Kaur, Nishan Srishankar et al. · Long Papers2 citations
- Adversarial Alignment with Anchor Dragging Drift ($A^3D^2$): Multimodal Domain Adaptation with Partially Shifted Modalities ↗Jun Sun, Xinxin Zhang, Simin Hong et al. · Long Papers2 citations
- AgentRM: Enhancing Agent Generalization with Reward Modeling ↗Yu Xia, Jingru Fan, Weize Chen et al. · Long Papers2 citations
- Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ↗Hao Peng, Yunjia Qi, Xiaozhi Wang et al. · Long Papers2 citations
- Agri-CM$^3$: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ↗Haotian Wang, Yi Guan, Fanshu Meng et al. · Long Papers2 citations
- Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ↗Bolei Ma, Berk Yoztyurk, Anna-Carolina Haensch et al. · Long Papers2 citations
- AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models ↗Yuhang Wu, Wenmeng Yu, Yean Cheng et al. · Long Papers2 citations
- Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ↗Xiang Geng, Zhejian Lai, Jiajun Chen et al. · Long Papers2 citations
- AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ↗Anastasia Ivanova, Bakaeva Eva, Zoya Volovikova et al. · Long Papers2 citations
- AndroidGen: Building an Android Language Agent under Data Scarcity ↗Hanyu Lai, Junjie Gao, Xiao Liu et al. · Long Papers2 citations
- AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge ↗Xiaobao Wu, Liangming Pan, Yuxi Xie et al. · Long Papers2 citations
- Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ↗Jundong Xu, Hao Fei, Meng Luo et al. · Long Papers2 citations
- Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ↗Rishabh Adiga, Besmira Nushi, Varun Chandrasekaran · Long Papers2 citations
- AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs ↗Hongxin Li, Jingfan Chen, Jingran Su et al. · Long Papers2 citations
- Automatic detection of dyslexia based on eye movements during reading in Russian ↗Anna Laurinavichyute, Anastasiya Lopukhina, David Robert Reich · Short Papers2 citations
- BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving ↗Teng Wang, Wing Yin Yu, Zhenqi He et al. · Long Papers2 citations
- Benchmarking Long-Context Language Models on Long Code Understanding ↗Jia Li, Xuyuan Guo, Lei Li et al. · Long Papers2 citations
- Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals' Subjective Text Perceptions ↗Matthias Orlikowski, Jiaxin Pei, Paul Röttger et al. · Long Papers2 citations
- Beyond Facts: Evaluating Intent Hallucination in Large Language Models ↗Yijie Hao, Haofei Yu, Jiaxuan You · Long Papers2 citations
- Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation ↗Guoqiang Gong, Jiaxing Wang, Jin Xu et al. · Long Papers2 citations
- Beyond N-Grams: Rethinking Evaluation Metrics and Strategies for Multilingual Abstractive Summarization ↗Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty · Long Papers · 🏆 Outstanding Paper2 citations
- Bias in the Mirror : Are LLMs opinions robust to their own adversarial attacks ↗Virgile Rennard, Christos Xypolopoulos, Michalis Vazirgiannis · Long Papers2 citations
- Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation ↗Guofu Xie, Xiao Zhang, Ting Yao et al. · Long Papers2 citations
- CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs ↗Jizhan Fang, Tianhe Lu, Yunzhi Yao et al. · Long Papers2 citations
- CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ↗Zekai Ye, Qiming Li, Xiaocheng Feng et al. · Long Papers2 citations
- CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges ↗Haitao Li, Junjie Chen, Qingyao Ai et al. · Long Papers2 citations
- Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure ↗Zheyuan Yang, Zexi Kuang, Xue Xia et al. · Short Papers2 citations
- Can LLMs Understand Unvoiced Speech? Exploring EMG-to-Text Conversion with LLMs ↗Payal Mohapatra, Akash Pandey, Xiaoyuan Zhang et al. · Short Papers2 citations
- Can Multi-turn Self-refined Single Agent LMs with Retrieval Solve Hard Coding Problems? ↗Md Tanzib Hosain, Md Kishor Morol · Student Research Workshop2 citations
- Can Third Parties Read Our Emotions? ↗Jiayi Li, Yingfan Zhou, Pranav Narayanan Venkit et al. · Long Papers2 citations
- Can Vision-Language Models Evaluate Handwritten Math? ↗Oikantik Nath, Hanani Bathina, Mohammed Safi Ur Rahman Khan et al. · Long Papers2 citations
- Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks ↗Xingxuan Li, Weiwen Xu, Ruochen Zhao et al. · Long Papers2 citations
- Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ↗Yutao Mou, Xiao Deng, Yuxiao Luo et al. · Long Papers2 citations
- ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data ↗Yu Zhang, Ruijie Yu, Jidong Tian et al. · Long Papers2 citations
- CiteEval: Principle-Driven Citation Evaluation for Source Attribution ↗Yumo Xu, Peng Qi, Jifan Chen et al. · Long Papers2 citations
- CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction ↗Jiajun Shen, Tong Zhou, Yubo Chen et al. · System Demonstrations2 citations
- CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ↗Bohan Zhang, Xiaokang Zhang, Jing Zhang et al. · Long Papers2 citations
- ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry ↗Qinwen Chen, Wenbiao Tao, Zhiwei Zhu et al. · Industry Track2 citations
- ConECT Dataset: Overcoming Data Scarcity in Context-Aware E-Commerce MT ↗Mikołaj Pokrywka, Wojciech Kusa, Mieszko Rutkowski et al. · Short Papers2 citations
- Conspiracy Theories and Where to Find Them on TikTok ↗Francesco Corso, Francesco Pierri, Gianmarco De Francisci Morales · Long Papers2 citations
- Continual Gradient Low-Rank Projection Fine-Tuning for LLMs ↗Chenxu Wang, Yilin Lyu, Zicheng Sun et al. · Long Papers2 citations
- Controllable and Reliable Knowledge-Intensive Task-Oriented Conversational Agents with Declarative Genie Worksheets ↗Harshit Joshi, Shicheng Liu, James Chen et al. · Long Papers2 citations
- CrafText Benchmark: Advancing Instruction Following in Complex Multimodal Open-Ended World ↗Zoya Volovikova, Gregory Gorbov, Petr Kuderov et al. · Long Papers2 citations
- Croppable Knowledge Graph Embedding ↗Yushan Zhu, Wen Zhang, Zhiqiang Liu et al. · Long Papers2 citations
- Cross-Lingual Optimization for Language Transfer in Large Language Models ↗Jungseob Lee, Seongtae Hong, Hyeonseok Moon et al. · Long Papers2 citations
- CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ↗Ruixiang Feng, Shen Gao, Xiuying Chen et al. · Long Papers2 citations
- Culture Matters in Toxic Language Detection in Persian ↗Zahra Bokaei, Walid Magdy, Bonnie Webber · Long Papers2 citations
- DAPE V2: Process Attention Score as Feature Map for Length Extrapolation ↗Chuanyang Zheng, Yihang Gao, Han Shi et al. · Long Papers2 citations
- DRAG: Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillation ↗Jennifer Chen, Aidar Myrzakhan, Yaxin Luo et al. · Long Papers2 citations
- DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ↗Ellen Yi-Ge, Jiechao Gao, Wei Han et al. · Student Research Workshop2 citations
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