NAACL 2025: all accepted papers
- K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor ↗Jeonghun Cho, Gary Lee · Long Papers4 citations
- Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations ↗Yinghan Zhou, Juan Wen, Wanli Peng et al. · Long Papers4 citations
- Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval ↗Yu Xia, Junda Wu, Sungchul Kim et al. · Long Papers4 citations
- LLM Safety for Children ↗Prasanjit Rath, Hari Shrawgi, Parag Agrawal et al. · Industry Track4 citations
- LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs ↗Arash Gholami Davoodi, Seyed Pouyan Mousavi Davoudi, Pouya Pezeshkpour · Long Papers4 citations
- LLMs and Copyright Risks: Benchmarks and Mitigation Approaches ↗Denghui Zhang, Zhaozhuo Xu, Weijie Zhao · Tutorial Abstracts4 citations
- Language Models Can Infer Action Semantics for Symbolic Planners from Environment Feedback ↗Wang Bill Zhu, Ishika Singh, Robin Jia et al. · Long Papers4 citations
- Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages ↗Jannik Brinkmann, Chris Wendler, Christian Bartelt et al. · Long Papers4 citations
- LegalViz: Legal Text Visualization by Text To Diagram Generation ↗Eri Onami, Taiki Miyanishi, Koki Maeda et al. · Long Papers4 citations
- MILU: A Multi-task Indic Language Understanding Benchmark ↗Sshubam Verma, Mohammed Safi Ur Rahman Khan, Vishwajeet Kumar et al. · Long Papers4 citations
- Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration ↗Ang Li, Jingqian Zhao, Bin Liang et al. · Long Papers4 citations
- Model Surgery: Modulating LLM's Behavior Via Simple Parameter Editing ↗Huanqian Wang, Yang Yue, Rui Lu et al. · Long Papers4 citations
- Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models ↗Hengyi Wang, Haizhou Shi, Shiwei Tan et al. · Long Papers4 citations
- On the Impact of Fine-Tuning on Chain-of-Thought Reasoning ↗Elita Lobo, Chirag Agarwal, Himabindu Lakkaraju · Long Papers4 citations
- On the Vulnerability of Text Sanitization ↗Meng Tong, Kejiang Chen, Xiaojian Yuan et al. · Long Papers4 citations
- PAPILLON: Privacy Preservation from Internet-based and Local Language Model Ensembles ↗Li Siyan, Vethavikashini Chithrra Raghuram, Omar Khattab et al. · Long Papers4 citations
- Pay More Attention to Images: Numerous Images-Oriented Multimodal Summarization ↗Min Xiao, Junnan Zhu, Feifei Zhai et al. · Long Papers4 citations
- Pretrained Image-Text Models are Secretly Video Captioners ↗Chunhui Zhang, Yiren Jian, Zhongyu Ouyang et al. · Short Papers4 citations
- RAD-Bench: Evaluating Large Language Models' Capabilities in Retrieval Augmented Dialogues ↗Tzu-Lin Kuo, FengTing Liao, Mu-Wei Hsieh et al. · Industry Track4 citations
- Reliability of Topic Modeling ↗Kayla Schroeder, Zach Wood-Doughty · Long Papers4 citations
- SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation ↗Xuhui Zhou, Zhe Su, Sophie Feng et al. · Human Language Technologies (System Demonstrations4 citations
- ScreenQA: Large-Scale Question-Answer Pairs Over Mobile App Screenshots ↗Yu-Chung Hsiao, Fedir Zubach, Gilles Baechler et al. · Long Papers4 citations
- Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training ↗Ao Sun, Weilin Zhao, Xu Han et al. · Long Papers4 citations
- Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models ↗Prajvi Saxena, Sabine Janzen, Wolfgang Maaß · Student Research Workshop4 citations
- StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion ↗Yinghao Aaron Li, Xilin Jiang, Cong Han et al. · Long Papers4 citations
- SuperRAG: Beyond RAG with Layout-Aware Graph Modeling ↗Chening Yang, Duy-Khanh Vu, Minh-Tien Nguyen et al. · Industry Track4 citations
- SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use ↗Hitesh Laxmichand Patel, Amit Agarwal, Arion Das et al. · Industry Track4 citations
- VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning ↗Yifan Peng, Krishna C Puvvada, Zhehuai Chen et al. · Long Papers4 citations
- What Goes Into a LM Acceptability Judgment? Rethinking the Impact of Frequency and Length ↗Lindia Tjuatja, Graham Neubig, Tal Linzen et al. · Long Papers4 citations
- When2Call: When (not) to Call Tools ↗Hayley Ross, Ameya Sunil Mahabaleshwarkar, Yoshi Suhara · Long Papers4 citations
- Yeah, Un, Oh: Continuous and Real-time Backchannel Prediction with Fine-tuning of Voice Activity Projection ↗Koji Inoue, Divesh Lala, Gabriel Skantze et al. · Long Papers4 citations
- You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL ↗Hideo Kobayashi, Wuwei Lan, Peng Shi et al. · Long Papers4 citations
- A Logical Fallacy-Informed Framework for Argument Generation ↗Luca Mouchel, Debjit Paul, Shaobo Cui et al. · Long Papers3 citations
- A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization ↗Haoxin Liu, Chenghao Liu, B. Aditya Prakash · Long Papers3 citations
- AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge ↗Han Wang, Archiki Prasad, Elias Stengel-Eskin et al. · Long Papers3 citations
- Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond ↗Mardhiyah Sanni, Tassallah Abdullahi, Devendra Deepak Kayande et al. · Long Papers3 citations
- Arabic Dataset for LLM Safeguard Evaluation ↗Yasser Ashraf, Yuxia Wang, Bin Gu et al. · Long Papers3 citations
- Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation ↗Dongryeol Lee, Yerin Hwang, Yongil Kim et al. · Long Papers3 citations
- Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models ↗Sangmin Woo, Kang Zhou, Yun Zhou et al. · Short Papers3 citations
- Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions ↗Moran Yanuka, Assaf Ben-Kish, Yonatan Bitton et al. · Long Papers3 citations
- CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and Smells ↗Atharva Naik, Marcus Alenius, Daniel Fried et al. · Long Papers3 citations
- CSEval: Towards Automated, Multi-Dimensional, and Reference-Free Counterspeech Evaluation using Auto-Calibrated LLMs ↗Amey Hengle, Aswini Kumar Padhi, Anil Bandhakavi et al. · Long Papers3 citations
- CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds ↗Lei Wang, Jianxun Lian, Yi Huang et al. · Long Papers3 citations
- Chinese Morph Resolution in E-commerce Live Streaming Scenarios ↗Jiahao Zhu, Jipeng Qiang, Ran Bai et al. · Industry Track3 citations
- ColorFoil: Investigating Color Blindness in Large Vision and Language Models ↗Ahnaf Mozib Samin, M Firoz Ahmed, Md. Mushtaq Shahriyar Rafee · Student Research Workshop3 citations
- DCE-LLM: Dead Code Elimination with Large Language Models ↗Minyu Chen, Guoqiang Li, Ling-I Wu et al. · Long Papers3 citations
- DIRAS: Efficient LLM Annotation of Document Relevance for Retrieval Augmented Generation ↗Jingwei Ni, Tobias Schimanski, Meihong Lin et al. · Long Papers3 citations
- Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs ↗Cong Duy Vu Hoang, Gioacchino Tangari, Clemence Lanfranchi et al. · Industry Track3 citations
- DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition ↗Wonjun Lee, Solee Im, Heejin Do et al. · Long Papers3 citations
- ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems ↗Siddhant Arora, Yifan Peng, Jiatong Shi et al. · Human Language Technologies (System Demonstrations3 citations
- Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product ↗Pengxiang Lan, Haoyu Xu, Enneng Yang et al. · Long Papers3 citations
- EmoCharacter: Evaluating the Emotional Fidelity of Role-Playing Agents in Dialogues ↗Qiming Feng, Qiujie Xie, Xiaolong Wang et al. · Long Papers3 citations
- Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences ↗Heejin Kook, Junyoung Kim, Seongmin Park et al. · Long Papers3 citations
- Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction ↗Anh Duc Le, Nam Le Hai, Thanh Xuan Nguyen et al. · Long Papers3 citations
- Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning ↗Sungjin Park, Xiao Liu, Yeyun Gong et al. · Long Papers3 citations
- Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction ↗William P Hogan, Jingbo Shang · Long Papers3 citations
- Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework ↗Reza Averly, Xia Ning · Long Papers3 citations
- Evaluating Evidence Attribution in Generated Fact Checking Explanations ↗Rui Xing, Timothy Baldwin, Jey Han Lau · Long Papers3 citations
- Evaluating the Prompt Steerability of Large Language Models ↗Erik Miehling, Michael Desmond, Karthikeyan Natesan Ramamurthy et al. · Long Papers3 citations
- Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction ↗Wei Li, Wen Luo, Guangyue Peng et al. · Long Papers3 citations
- FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark ↗Heegyu Kim, Jeon Taeyang, SeungHwan Choi et al. · Long Papers3 citations
- Granite Guardian: Comprehensive LLM Safeguarding ↗Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia et al. · Industry Track3 citations
- High-Dimension Human Value Representation in Large Language Models ↗Samuel Cahyawijaya, Delong Chen, Yejin Bang et al. · Long Papers3 citations
- How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset ↗Qiang Li, Mingkun Tan, Xun Zhao et al. · Industry Track3 citations
- Implementing Retrieval Augmented Generation Technique on Unstructured and Structured Data Sources in a Call Center of a Large Financial Institution ↗Syed Shariyar Murtaza, Yifan Nie, Elias Avan et al. · Industry Track3 citations
- JAWAHER: A Multidialectal Dataset of Arabic Proverbs for LLM Benchmarking ↗Samar Mohamed Magdy, Sang Yun Kwon, Fakhraddin Alwajih et al. · Long Papers3 citations
- LLM4DistReconfig: A Fine-tuned Large Language Model for Power Distribution Network Reconfiguration ↗Panayiotis Christou, Md. Zahidul Islam, Yuzhang Lin et al. · Long Papers3 citations
- LLMs as Meta-Reviewers' Assistants: A Case Study ↗Eftekhar Hossain, Sanjeev Kumar Sinha, Naman Bansal et al. · Long Papers3 citations
- LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? ↗Jan Cegin, Jakub Simko, Peter Brusilovsky · Long Papers3 citations
- Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks ↗Justin Zhao, Flor Miriam Plaza-del-Arco, Benjamin Genchel et al. · Long Papers3 citations
- Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification ↗Ang Li, Yiquan Wu, Ming Cai et al. · Long Papers3 citations
- Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment ↗Kwanghee Choi, Eunjung Yeo, Kalvin Chang et al. · Long Papers3 citations
- LibEvolutionEval: A Benchmark and Study for Version-Specific Code Generation ↗Sachit Kuhar, Wasi Uddin Ahmad, Zijian Wang et al. · Long Papers3 citations
- Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models ↗Lovish Madaan, David Esiobu, Pontus Stenetorp et al. · Long Papers3 citations
- MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration ↗David Wan, Justin Chen, Elias Stengel-Eskin et al. · Long Papers3 citations
- MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation ↗Jinsheng Huang, Liang Chen, Taian Guo et al. · Long Papers3 citations
- Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization ↗Zilu Tang, Rajen Chatterjee, Sarthak Garg · Long Papers3 citations
- Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding ↗Xinhao Xu, Hui Chen, Mengyao Lyu et al. · Long Papers3 citations
- MixRevDetect: Towards Detecting AI-Generated Content in Hybrid Peer Reviews. ↗Sandeep Kumar, Samarth Garg, Sagnik Sengupta et al. · Short Papers3 citations
- MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation ↗Zichen Zhu, Hao Tang, Yansi Li et al. · Human Language Technologies (System Demonstrations3 citations
- MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems ↗Zifeng Zhu, Mengzhao Jia, Zhihan Zhang et al. · Long Papers3 citations
- Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models ↗Hyegang Son, Yonglak Son, Changhoon Kim et al. · Long Papers3 citations
- PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization ↗Jiayi Wu, Hengyi Cai, Lingyong Yan et al. · Long Papers3 citations
- Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models ↗Michael Toker, Ido Galil, Hadas Orgad et al. · Long Papers3 citations
- PeerQA: A Scientific Question Answering Dataset from Peer Reviews ↗Tim Baumgärtner, Ted Briscoe, Iryna Gurevych · Long Papers3 citations
- Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory ↗Haoran Li, Wei Fan, Yulin Chen et al. · Long Papers3 citations
- Prototype Conditioned Generative Replay for Continual Learning in NLP ↗Xi Chen, Min Zeng · Long Papers3 citations
- Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps? ↗Sougata Saha, Saurabh Kumar Pandey, Harshit Gupta et al. · Long Papers3 citations
- Rethinking Word Similarity: Semantic Similarity through Classification Confusion ↗Kaitlyn Zhou, Haishan Gao, Sarah Li Chen et al. · Long Papers3 citations
- Revealing the Barriers of Language Agents in Planning ↗Jian Xie, Kexun Zhang, Jiangjie Chen et al. · Long Papers3 citations
- Rosetta-PL: Propositional Logic as a Benchmark for Large Language Model Reasoning ↗Shaun Lee Baek, Shaun Esua-Mensah, Cyrus Tsui et al. · Student Research Workshop3 citations
- SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search ↗Hanwen Du, Bo Peng, Xia Ning · Long Papers3 citations
- SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture ↗Jiayi Han, Liang Du, Hongwei Du et al. · Long Papers3 citations
- SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation ↗Yixian Shen, Qi Bi, Jia-hong Huang et al. · Long Papers3 citations
- Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation ↗Nitin Gupta, Manish Kesarwani, Sambit Ghosh et al. · Industry Track3 citations
- See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias ↗Junehyoung Kwon, MiHyeon Kim, Eunju Lee et al. · Long Papers3 citations
- Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions ↗Hongru Wang, Boyang Xue, Baohang Zhou et al. · Long Papers3 citations
- Self-Generated Critiques Boost Reward Modeling for Language Models ↗Yue Yu, Zhengxing Chen, Aston Zhang et al. · Long Papers3 citations
- Self-Harmonized Chain of Thought ↗Ziqi Jin, Wei Lu · Long Papers3 citations
- SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters ↗Yan Yang, Zeguan Xiao, Xin Lu et al. · Long Papers3 citations
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