NAACL 2025: all accepted papers
- Soft Prompting for Unlearning in Large Language Models ↗Karuna Bhaila, Minh-Hao Van, Xintao Wu · Long Papers7 citations
- Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning ↗Juraj Vladika, Ivana Hacajova, Florian Matthes · Short Papers7 citations
- Towards Lifelong Dialogue Agents via Timeline-based Memory Management ↗Kai Tzu-iunn Ong, Namyoung Kim, Minju Gwak et al. · Long Papers7 citations
- Unfamiliar Finetuning Examples Control How Language Models Hallucinate ↗Katie Kang, Eric Wallace, Claire Tomlin et al. · Long Papers7 citations
- VividMed: Vision Language Model with Versatile Visual Grounding for Medicine ↗Lingxiao Luo, Bingda Tang, Xuanzhong Chen et al. · Long Papers7 citations
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models ↗Zejun Li, Ruipu Luo, Jiwen Zhang et al. · Long Papers7 citations
- WorkTeam: Constructing Workflows from Natural Language with Multi-Agents ↗Hanchao Liu, Rongjun Li, Weimin Xiong et al. · Industry Track7 citations
- AI-Assisted Human Evaluation of Machine Translation ↗Vilém Zouhar, Tom Kocmi, Mrinmaya Sachan · Long Papers6 citations
- AI-LieDar : Examine the Trade-off Between Utility and Truthfulness in LLM Agents ↗Zhe Su, Xuhui Zhou, Sanketh Rangreji et al. · Long Papers6 citations
- ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs ↗Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah et al. · Long Papers6 citations
- Are We Done with MMLU? ↗Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong et al. · Long Papers6 citations
- Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework ↗Aman Tiwari, Shiva Krishna Reddy Malay, Vikas Yadav et al. · Short Papers6 citations
- CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models ↗Yifan Zhang, Xue Yang · Industry Track6 citations
- CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments ↗Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan et al. · Long Papers6 citations
- CausalEval: Towards Better Causal Reasoning in Language Models ↗Longxuan Yu, Delin Chen, Siheng Xiong et al. · Long Papers6 citations
- CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models ↗Jierui Li, Hung Le, Yingbo Zhou et al. · Long Papers6 citations
- Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward ↗Ruohong Zhang, Liangke Gui, Zhiqing Sun et al. · Long Papers6 citations
- Elevating Legal LLM Responses: Harnessing Trainable Logical Structures and Semantic Knowledge with Legal Reasoning ↗Rujing Yao, Yang Wu, Chenghao Wang et al. · Long Papers6 citations
- EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs ↗Sam Lin, Wenyue Hua, Zhenting Wang et al. · Long Papers6 citations
- FactCG: Enhancing Fact Checkers with Graph-Based Multi-Hop Data ↗Deren Lei, Yaxi Li, Siyao Li et al. · Long Papers6 citations
- From Annotation to Adaptation: Metrics, Synthetic Data, and Aspect Extraction for Aspect-Based Sentiment Analysis with Large Language Models ↗Nikita Neveditsin, Pawan Lingras, Vijay Kumar Mago · Student Research Workshop6 citations
- HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications ↗Rishi Kalra, Zekun Wu, Ayesha Gulley et al. · Industry Track6 citations
- LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs ↗Do Xuan Long, Hai Nguyen Ngoc, Tiviatis Sim et al. · Long Papers6 citations
- MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling ↗Yakun Zhu, Shaohang Wei, Xu Wang et al. · Long Papers6 citations
- Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models ↗Yukyung Lee, Soonwon Ka, Bokyung Son et al. · Industry Track6 citations
- On Positional Bias of Faithfulness for Long-form Summarization ↗David Wan, Jesse Vig, Mohit Bansal et al. · Long Papers6 citations
- PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries ↗Mingwen Dong, Nischal Ashok Kumar, Yiqun Hu et al. · Long Papers6 citations
- S$^2$-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency ↗Yuting Zeng, Weizhe Huang, Lei Jiang et al. · Long Papers6 citations
- SLM-Mod: Small Language Models Surpass LLMs at Content Moderation ↗Xianyang Zhan, Agam Goyal, Yilun Chen et al. · Long Papers6 citations
- Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs ↗Huaman Sun, Jiaxin Pei, Minje Choi et al. · Short Papers6 citations
- The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design ↗Artem Snegirev, Maria Tikhonova, Maksimova Anna et al. · Long Papers6 citations
- UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models ↗Yijiang River Dong, Hongzhou Lin, Mikhail Belkin et al. · Long Papers6 citations
- Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals ↗Phillip Howard, Kathleen C. Fraser, Anahita Bhiwandiwalla et al. · Long Papers6 citations
- Visual Zero-Shot E-Commerce Product Attribute Value Extraction ↗Jiaying Gong, Ming Cheng, Hongda Shen et al. · Industry Track6 citations
- Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs ↗Keqi Deng, Guangzhi Sun, Phil Woodland · Long Papers6 citations
- Active Few-Shot Learning for Text Classification ↗Saeed Ahmadnia, Arash Yousefi Jordehi, Mahsa Hosseini Khasheh Heyran et al. · Long Papers5 citations
- AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs ↗Quazi Ishtiaque Mahmud, Ali TehraniJamsaz, Hung D Phan et al. · Long Papers5 citations
- Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs ↗Anirudh Phukan, Divyansh, Harshit Kumar Morj et al. · Long Papers5 citations
- CluSanT: Differentially Private and Semantically Coherent Text Sanitization ↗Ahmed Musa Awon, Yun Lu, Shera Potka et al. · Long Papers5 citations
- Complete Chess Games Enable LLM Become A Chess Master ↗Yinqi Zhang, Xintian Han, Haolong Li et al. · Short Papers5 citations
- Defense against Prompt Injection Attacks via Mixture of Encodings ↗Ruiyi Zhang, David Sullivan, Kyle Jackson et al. · Short Papers5 citations
- Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service ↗Song Wang, Xun Wang, Jie Mei et al. · Industry Track5 citations
- Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge ↗Li Zhou, Taelin Karidi, Wanlong Liu et al. · Long Papers5 citations
- Entropy-Based Decoding for Retrieval-Augmented Large Language Models ↗Zexuan Qiu, Zijing Ou, Bin Wu et al. · Long Papers5 citations
- Evaluating and Improving Graph to Text Generation with Large Language Models ↗Jie He, Yijun Yang, Wanqiu Long et al. · Long Papers5 citations
- Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects? ↗Yixiao He, Haifeng Sun, Pengfei Ren et al. · Long Papers5 citations
- Few-shot Personalization of LLMs with Mis-aligned Responses ↗Jaehyung Kim, Yiming Yang · Long Papers5 citations
- Fine-Tuning Large Language Models with Sequential Instructions ↗Hanxu Hu, Simon Yu, Pinzhen Chen et al. · Long Papers5 citations
- Fingerspelling within Sign Language Translation ↗Garrett Tanzer · Long Papers5 citations
- From Allies to Adversaries: Manipulating LLM Tool-Calling through Adversarial Injection ↗Rupeng Zhang, Haowei Wang, Junjie Wang et al. · Long Papers5 citations
- From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks ↗Xiaofeng Zhang, Yihao Quan, Chen Shen et al. · Long Papers5 citations
- GLiREL - Generalist Model for Zero-Shot Relation Extraction ↗Jack Boylan, Chris Hokamp, Demian Gholipour Ghalandari · Long Papers5 citations
- Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies ↗Zirui Song, Guangxian Ouyang, Meng Fang et al. · Long Papers5 citations
- IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection ↗Dayang Li, Fanxiao Li, Bingbing Song et al. · Long Papers5 citations
- Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools ↗Yilun Hao, Yongchao Chen, Yang Zhang et al. · Long Papers5 citations
- MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems ↗Nandan Thakur, Suleman Kazi, Ge Luo et al. · Long Papers5 citations
- MedCodER: A Generative AI Assistant for Medical Coding ↗Krishanu Das Baksi, Elijah Soba, John J Higgins et al. · Industry Track5 citations
- Natural Language Processing for Human Resources: A Survey ↗Naoki Otani, Nikita Bhutani, Estevam Hruschka · Industry Track5 citations
- Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages ↗Max Zuo, Francisco Piedrahita Velez, Xiaochen Li et al. · Long Papers5 citations
- Protecting Privacy in Multimodal Large Language Models with MLLMU-Bench ↗Zheyuan Liu, Guangyao Dou, Mengzhao Jia et al. · Long Papers5 citations
- Rethinking the Role of LLMs for Document-level Relation Extraction: a Refiner with Task Distribution and Probability Fusion ↗Fu Zhang, Xinlong Jin, Jingwei Cheng et al. · Long Papers5 citations
- SCORE: Systematic COnsistency and Robustness Evaluation for Large Language Models ↗Grigor Nalbandyan, Rima Shahbazyan, Evelina Bakhturina · Industry Track5 citations
- SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models ↗Margaret Mitchell, Giuseppe Attanasio, Ioana Baldini et al. · Long Papers5 citations
- SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression ↗Xin Wang, Samiul Alam, Zhongwei Wan et al. · Long Papers5 citations
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering ↗Yu Zhao, Alessio Devoto, Giwon Hong et al. · Long Papers5 citations
- The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models ↗Seungone Kim, Juyoung Suk, Ji Yong Cho et al. · Long Papers5 citations
- The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units ↗Badr AlKhamissi, Greta Tuckute, Antoine Bosselut et al. · Long Papers5 citations
- Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective ↗Shenglai Zeng, Jiankun Zhang, Bingheng Li et al. · Long Papers5 citations
- Towards Rationality in Language and Multimodal Agents: A Survey ↗Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang et al. · Long Papers5 citations
- WaveFM: A High-Fidelity and Efficient Vocoder Based on Flow Matching ↗Tianze Luo, Xingchen Miao, Wenbo Duan · Long Papers5 citations
- A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model ↗Shengxiang Gao, Fang Nan, Yongbing Zhang et al. · Long Papers4 citations
- A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation ↗Zixuan Yi, Iadh Ounis · Long Papers4 citations
- A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation ↗Bairu Hou, Yang Zhang, Jacob Andreas et al. · Long Papers4 citations
- A Survey of NLP Progress in Sino-Tibetan Low-Resource Languages ↗Shuheng Liu, Michael Best · Long Papers4 citations
- Adaptation of Large Language Models ↗Zixuan Ke, Yifei Ming, Shafiq Joty · Tutorial Abstracts4 citations
- Benchmarking Failures in Tool-Augmented Language Models ↗Eduardo Treviño, Hugo Contant, James Ngai et al. · Long Papers4 citations
- Benchmarking Language Model Creativity: A Case Study on Code Generation ↗Yining Lu, Dixuan Wang, Tianjian Li et al. · Long Papers4 citations
- CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models ↗Ying Nie, Binwei Yan, Tianyu Guo et al. · Long Papers4 citations
- COVE: COntext and VEracity prediction for out-of-context images ↗Jonathan Tonglet, Gabriel Thiem, Iryna Gurevych · Long Papers4 citations
- CogLM: Tracking Cognitive Development of Large Language Models ↗Xinglin Wang, Peiwen Yuan, Shaoxiong Feng et al. · Long Papers4 citations
- ConQuer: A Framework for Concept-Based Quiz Generation ↗Yicheng Fu, Zikui Wang, Liuxin Yang et al. · Student Research Workshop4 citations
- Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement ↗Suchae Jeong, Inseong Choi, Youngsik Yun et al. · Long Papers4 citations
- CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning ↗Zukang Yang, Zixuan Zhu, Jennifer Zhu · Industry Track4 citations
- Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction ↗Xi Chen, Mao Mao, Shuo Li et al. · Short Papers4 citations
- Decoding Hate: Exploring Language Models' Reactions to Hate Speech ↗Paloma Piot, Javier Parapar · Long Papers4 citations
- ESPnet-SpeechLM: An Open Speech Language Model Toolkit ↗Jinchuan Tian, Jiatong Shi, William Chen et al. · Human Language Technologies (System Demonstrations4 citations
- ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage ↗Taewhoo Lee, Chanwoong Yoon, Kyochul Jang et al. · Long Papers4 citations
- Efficient Continual Pre-training of LLMs for Low-resource Languages ↗Arijit Nag, Soumen Chakrabarti, Animesh Mukherjee et al. · Industry Track4 citations
- EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics ↗Chenwei Wan, Matthieu Labeau, Chloé Clavel · Long Papers4 citations
- Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation ↗Cong-Duy T Nguyen, Xiaobao Wu, Thong Thanh Nguyen et al. · Long Papers4 citations
- FLEURS-ASL: Including American Sign Language in Massively Multilingual Multitask Evaluation ↗Garrett Tanzer · Long Papers4 citations
- Fine-grained Fallacy Detection with Human Label Variation ↗Alan Ramponi, Agnese Daffara, Sara Tonelli · Long Papers4 citations
- H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables ↗Nikhil Abhyankar, Vivek Gupta, Dan Roth et al. · Long Papers4 citations
- HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing ↗Zifan He, Yingqi Cao, Zongyue Qin et al. · Long Papers4 citations
- How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments ↗Yusuke Ide, Yuto Nishida, Justin Vasselli et al. · Long Papers4 citations
- IHEval: Evaluating Language Models on Following the Instruction Hierarchy ↗Zhihan Zhang, Shiyang Li, Zixuan Zhang et al. · Long Papers4 citations
- Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds ↗Siddharth Tumre, Sangameshwar Patil, Alok Kumar · Industry Track4 citations
- Improving Vietnamese-English Cross-Lingual Retrieval for Legal and General Domains ↗Toan Ngoc Nguyen, Nam Le Hai, Nguyen Doan Hieu et al. · Short Papers4 citations
- Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models ↗Abhilasha Ravichander, Jillian Fisher, Taylor Sorensen et al. · Long Papers4 citations
- JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation ↗Shota Onohara, Atsuyuki Miyai, Yuki Imajuku et al. · Long Papers4 citations
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