NAACL 2025: all accepted papers
- ProMQA: Question Answering Dataset for Multimodal Procedural Activity Understanding ↗Kimihiro Hasegawa, Wiradee Imrattanatrai, Zhi-Qi Cheng et al. · Long Papers2 citations
- ProSE: Diffusion Priors for Speech Enhancement ↗Sonal Kumar, Sreyan Ghosh, Utkarsh Tyagi et al. · Long Papers2 citations
- PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks ↗Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee et al. · Long Papers2 citations
- ReasVQA: Advancing VideoQA with Imperfect Reasoning Process ↗Jianxin Liang, Xiaojun Meng, Huishuai Zhang et al. · Long Papers2 citations
- Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment ↗Yuu Jinnai, Tetsuro Morimura, Kaito Ariu et al. · Long Papers2 citations
- Reverse Thinking Makes LLMs Stronger Reasoners ↗Justin Chen, Zifeng Wang, Hamid Palangi et al. · Long Papers2 citations
- RuleR: Improving LLM Controllability by Rule-based Data Recycling ↗Ming Li, Han Chen, Chenguang Wang et al. · Short Papers2 citations
- SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals ↗Ruihan Yang, Jiangjie Chen, Yikai Zhang et al. · Long Papers2 citations
- SPeCtrum: A Grounded Framework for Multidimensional Identity Representation in LLM-Based Agent ↗Keyeun Lee, Seo Hyeong Kim, Seolhee Lee et al. · Long Papers2 citations
- STAR: Spectral Truncation and Rescale for Model Merging ↗Yu-Ang Lee, Ching-Yun Ko, Tejaswini Pedapati et al. · Short Papers2 citations
- STRUX: An LLM for Decision-Making with Structured Explanations ↗Yiming Lu, Yebowen Hu, Hassan Foroosh et al. · Short Papers2 citations
- SafeSpeech: A Comprehensive and Interactive Tool for Analysing Sexist and Abusive Language in Conversations ↗Xingwei Tan, Chen Lyu, Hafiz Muhammad Umer et al. · Human Language Technologies (System Demonstrations2 citations
- Sneaking Syntax into Transformer Language Models with Tree Regularization ↗Ananjan Nandi, Christopher D Manning, Shikhar Murty · Long Papers2 citations
- Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring ↗Honglin Mu, Han He, Yuxin Zhou et al. · Long Papers2 citations
- Subasa - Adapting Language Models for Low-resourced Offensive Language Detection in Sinhala ↗Shanilka Haturusinghe, Tharindu Cyril Weerasooriya, Marcos Zampieri et al. · Student Research Workshop2 citations
- TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues ↗Hannah VanderHoeven, Brady Bhalla, Ibrahim Khebour et al. · Human Language Technologies (System Demonstrations2 citations
- The Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages ↗Arturo Oncevay, Charese Smiley, Xiaomo Liu · Long Papers2 citations
- The Power of Many: Multi-Agent Multimodal Models for Cultural Image Captioning ↗Longju Bai, Angana Borah, Oana Ignat et al. · Long Papers2 citations
- Threshold Filtering Packing for Supervised Fine-Tuning: Training Related Samples within Packs ↗Jiancheng Dong, Lei Jiang, Wei Jin et al. · Long Papers2 citations
- Tonguescape: Exploring Language Models Understanding of Vowel Articulation ↗Haruki Sakajo, Yusuke Sakai, Hidetaka Kamigaito et al. · Long Papers2 citations
- ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis ↗Zezhong Wang, Xingshan Zeng, Weiwen Liu et al. · Long Papers2 citations
- Towards Codec-LM Co-design for Neural Codec Language Models ↗Shih-Lun Wu, Aakash Lahoti, Arjun D Desai et al. · Student Research Workshop2 citations
- Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity ↗Yuji Byun, Jaeho Lee · Short Papers2 citations
- Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation ↗Kevin Shukang Wang, Karel Joshua Harjono, Ramon Lawrence · Industry Track2 citations
- Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL ↗Bingfeng Chen, Shaobin Shi, Yongqi Luo et al. · Long Papers2 citations
- TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks ↗Lukas Garbas, Max Ploner, Alan Akbik · Human Language Technologies (System Demonstrations2 citations
- TurkingBench: A Challenge Benchmark for Web Agents ↗Kevin Xu, Yeganeh Kordi, Tanay Nayak et al. · Long Papers2 citations
- Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard ↗Chanjun Park, Hyeonwoo Kim · Industry Track2 citations
- Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data ↗Jingyu Zhang, Marc Marone, Tianjian Li et al. · Long Papers2 citations
- What We Talk About When We Talk About LMs: Implicit Paradigm Shifts and the Ship of Language Models ↗Shengqi Zhu, Jeffrey Rzeszotarski · Long Papers2 citations
- What the \#?*!: Disentangling Hate Across Target Identities ↗Yiping Jin, Leo Wanner, Aneesh Moideen Koya · Long Papers2 citations
- uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes ↗Abdul Waheed, Karima Kadaoui, Bhiksha Raj et al. · Long Papers2 citations
- $B^4$: A Black-Box Scrubbing Attack on LLM Watermarks ↗Baizhou Huang, Xiao Pu, Xiaojun Wan · Long Papers1 citation
- $C^2$: Scalable Auto-Feedback for LLM-based Chart Generation ↗Woosung Koh, Janghan Yoon, MinHyung Lee et al. · Long Papers1 citation
- (CPER) From Guessing to Asking: An Approach to Resolving Persona Knowledge Gap in LLMs during Multi-Turn Conversations ↗Sarvesh Baskar, Manas Gaur, Srinivasan Parthasarathy et al. · Student Research Workshop1 citation
- A Bayesian Optimization Approach to Machine Translation Reranking ↗Julius Cheng, Maike Züfle, Vilém Zouhar et al. · Long Papers1 citation
- A Fair Comparison without Translationese: English vs. Target-language Instructions for Multilingual LLMs ↗Taisei Enomoto, Hwichan Kim, Zhousi Chen et al. · Short Papers1 citation
- A Learning-based Multi-Frame Visual Feature Framework for Real-Time Driver Fatigue Detection ↗Liang Xie, Songlin Fan · Human Language Technologies (System Demonstrations1 citation
- A Sentence-Level Visualization of Attention in Large Language Models ↗Seongbum Seo, Sangbong Yoo, Hyelim Lee et al. · Human Language Technologies (System Demonstrations1 citation
- A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference ↗You Wu, Haoyi Wu, Kewei Tu · Short Papers1 citation
- A Template Is All You Meme ↗Luke Bates, Peter Ebert Christensen, Preslav Nakov et al. · Long Papers1 citation
- A Unified Supervised and Unsupervised Dialogue Topic Segmentation Framework Based on Utterance Pair Modeling ↗Shihao Yang, Ziyi Zhang, Yue Jiang et al. · Long Papers1 citation
- ALTER: Augmentation for Large-Table-Based Reasoning ↗Han Zhang, Yuheng Ma, Hanfang Yang · Long Papers1 citation
- ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation ↗Yanzhou Pan, Huawei Lin, Yide Ran et al. · Long Papers1 citation
- AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction ↗Peitao Han, Lis Pereira, Fei Cheng et al. · Student Research Workshop1 citation
- Adapting Sentence-level Automatic Metrics for Document-level Simplification Evaluation ↗Mounica Maddela, Fernando Alva-Manchego · Long Papers1 citation
- Advancing MoE Efficiency: A Collaboration-Constrained Routing ($\textttC2R$) Strategy for Better Expert Parallelism Design ↗Mohan Zhang, Pingzhi Li, Jie Peng et al. · Long Papers1 citation
- Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition ↗Guanlin Li, Yuki Arase, Noel Crespi · Long Papers1 citation
- Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference ↗Zeping Li, Xinlong Yang, Ziheng Gao et al. · Long Papers1 citation
- An Interpretable and Crosslingual Method for Evaluating Second-Language Dialogues ↗Rena Gao, Jingxuan Wu, Xuetong Wu et al. · Long Papers1 citation
- AnaScore: Understanding Semantic Parallelism in Proportional Analogies ↗Liyan Wang, Haotong Wang, Yves Lepage · Long Papers1 citation
- Anticipating Future with Large Language Model for Simultaneous Machine Translation ↗Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen et al. · Long Papers1 citation
- Are explicit belief representations necessary? A comparison between Large Language Models and Bayesian probabilistic models ↗Dingyi Pan, Ben Bergen · Long Papers1 citation
- AutoML Meets Hugging Face: Domain-Aware Pretrained Model Selection for Text Classification ↗Parisa Safikhani, David Broneske · Student Research Workshop1 citation
- Automatically Discovering How Misogyny is Framed on Social Media ↗Rakshitha Rao Ailneni, Sanda M. Harabagiu · Long Papers1 citation
- BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment ↗Sizhe Wang, Yongqi Tong, Hengyuan Zhang et al. · Long Papers1 citation
- Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction ↗Junlang Qian, Zixiao Zhu, Hanzhang Zhou et al. · Long Papers1 citation
- Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance ↗Somnath Banerjee, Avik Halder, Rajarshi Mandal et al. · Industry Track1 citation
- CAVE: Controllable Authorship Verification Explanations ↗Sahana Ramnath, Kartik Pandey, Elizabeth Boschee et al. · Long Papers1 citation
- CLEAR-Command: Coordinated Listening, Extraction, and Allocation for Emergency Response with Large Language Models ↗Achref Doula, Bela Bohlender, Max Mühlhäuser et al. · Human Language Technologies (System Demonstrations1 citation
- CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts ↗Zhenpeng Su, Xing W, Zijia Lin et al. · Long Papers1 citation
- Cascading Large Language Models for Salient Event Graph Generation ↗Xingwei Tan, Yuxiang Zhou, Gabriele Pergola et al. · Long Papers1 citation
- Causally Modeling the Linguistic and Social Factors that Predict Email Response ↗Yinuo Xu, Hong Chen, Sushrita Rakshit et al. · Long Papers1 citation
- Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery ↗Balaji Rama, Kai Mei, Yongfeng Zhang · Human Language Technologies (System Demonstrations1 citation
- CoME: An Unlearning-based Approach to Conflict-free Model Editing ↗Dahyun Jung, Jaehyung Seo, Jaewook Lee et al. · Long Papers1 citation
- CoRAG: Collaborative Retrieval-Augmented Generation ↗Aashiq Muhamed, Mona T. Diab, Virginia Smith · Short Papers1 citation
- CodeGenWrangler: Data Wrangling task automation using Code-Generating Models ↗Ashlesha Akella, Abhijit Manatkar, Krishnasuri Narayanam et al. · Industry Track1 citation
- Commonality and Individuality! Integrating Humor Commonality with Speaker Individuality for Humor Recognition ↗Haohao Zhu, Junyu Lu, Zeyuan Zeng et al. · Long Papers1 citation
- Communication Makes Perfect: Persuasion Dataset Construction via Multi-LLM Communication ↗Weicheng Ma, Hefan Zhang, Ivory Yang et al. · Long Papers1 citation
- CompAct: Compressed Activations for Memory-Efficient LLM Training ↗Yara Shamshoum, Nitzan Hodos, Yuval Sieradzki et al. · Long Papers1 citation
- Conformalized Answer Set Prediction for Knowledge Graph Embedding ↗Yuqicheng Zhu, Nico Potyka, Jiarong Pan et al. · Long Papers1 citation
- Context-Efficient Retrieval with Factual Decomposition ↗Yanhong Li, David Yunis, David McAllester et al. · Short Papers1 citation
- Continual Learning in Multilingual Sign Language Translation ↗Shakib Yazdani, Josef van Genabith, Cristina España-Bonet · Long Papers1 citation
- Correcting Negative Bias in Large Language Models through Negative Attention Score Alignment ↗Sangwon Yu, Jongyoon Song, Bongkyu Hwang et al. · Long Papers1 citation
- Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia ↗Fajri Koto · Industry Track1 citation
- Creative Planning with Language Models: Practice, Evaluation and Applications ↗Alexander Spangher, Tenghao Huang, Philippe Laban et al. · Tutorial Abstracts1 citation
- DAMAGeR: Deploying Automatic and Manual Approaches to GenAI Red-teaming ↗Manish Nagireddy, Michael Feffer, Ioana Baldini · Tutorial Abstracts1 citation
- DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization ↗Yasir Khan, Xinlei Wu, Sangpil Youm et al. · Long Papers1 citation
- DPL: Diverse Preference Learning Without A Reference Model ↗Abhijnan Nath, Andrey Volozin, Saumajit Saha et al. · Long Papers1 citation
- DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models ↗Jianyu Liu, Hangyu Guo, Ranjie Duan et al. · Long Papers1 citation
- DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent Detection ↗Pei Guo, Enjie Liu, Ruichao Zhong et al. · Industry Track1 citation
- DTELS: Towards Dynamic Granularity of Timeline Summarization ↗Chenlong Zhang, Tong Zhou, Pengfei Cao et al. · Long Papers1 citation
- Developing multilingual speech synthesis system for Ojibwe, Mi'kmaq, and Maliseet ↗Shenran Wang, Changbing Yang, Michael l Parkhill et al. · Short Papers1 citation
- Dialogue Language Model with Large-Scale Persona Data Engineering ↗Mengze Hong, Chen Jason Zhang, Chaotao Chen et al. · Industry Track1 citation
- Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization ↗Yang Zhong, Diane Litman · Long Papers1 citation
- Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing ↗Mayank Kothyari, Sunita Sarawagi, Soumen Chakrabarti et al. · Long Papers1 citation
- Diversity Helps Jailbreak Large Language Models ↗Weiliang Zhao, Daniel Ben-Levi, Wei Hao et al. · Long Papers1 citation
- Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts ↗Tong Zhu, Daize Dong, Xiaoye Qu et al. · Long Papers1 citation
- Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs ↗Shuyang Yu, Runxue Bao, Parminder Bhatia et al. · Long Papers1 citation
- ELIOT: Zero-Shot Video-Text Retrieval through Relevance-Boosted Captioning and Structural Information Extraction ↗Xuye Liu, Yimu Wang, Jian Zhao · Student Research Workshop1 citation
- EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models ↗Yunsheng Ni, Chuanjian Liu, Yehui Tang et al. · Long Papers1 citation
- Efficient One-shot Compression via Low-Rank Local Feature Distillation ↗Yaya Sy, Christophe Cerisara, Irina Illina · Long Papers1 citation
- Efficient Prompting for Continual Adaptation to Missing Modalities ↗Zirun Guo, Shulei Wang, Wang Lin et al. · Long Papers1 citation
- Enhancing Language Model Hypernetworks with Restart: A Study on Optimization ↗Yihan Zhang, Jie Fu, Rongrong Ji et al. · Long Papers1 citation
- Enhancing Temporal Understanding in Audio Question Answering for Large Audio Language Models ↗Arvind Krishna Sridhar, Yinyi Guo, Erik Visser · Industry Track1 citation
- EqualizeIR: Mitigating Linguistic Biases in Retrieval Models ↗Jiali Cheng, Hadi Amiri · Short Papers1 citation
- Evaluating Defeasible Reasoning in LLMs with DEFREASING ↗Emily Allaway, Kathleen McKeown · Long Papers1 citation
- Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3 ↗Gaspard Michel, Elena V. Epure, Romain Hennequin et al. · Short Papers1 citation
- Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain ↗Yuyang Li, Pjm Kerbusch, Rhr Pruim et al. · Industry Track1 citation
- Examining Spanish Counseling with MIDAS: a Motivational Interviewing Dataset in Spanish ↗Aylin Ece Gunal, Bowen Yi, John D. Piette et al. · Short Papers1 citation
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