NAACL 2025: all accepted papers
- Exploring Safety-Utility Trade-Offs in Personalized Language Models ↗Anvesh Rao Vijjini, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi · Long Papers1 citation
- Exploring the Potential of Large Language Models for Heterophilic Graphs ↗Yuxia Wu, Shujie Li, Yuan Fang et al. · Long Papers1 citation
- FACTS&EVIDENCE: An Interactive Tool for Transparent Fine-Grained Factual Verification of Machine-Generated Text ↗Varich Boonsanong, Vidhisha Balachandran, Xiaochuang Han et al. · Human Language Technologies (System Demonstrations1 citation
- Faithful, Unfaithful or Ambiguous? Multi-Agent Debate with Initial Stance for Summary Evaluation ↗Mahnaz Koupaee, Jake W. Vincent, Saab Mansour et al. · Long Papers1 citation
- Few-Shot Natural Language to First-Order Logic Translation via Code Generation ↗Junnan Liu · Long Papers1 citation
- Finding-Centric Structuring of Japanese Radiology Reports and Analysis of Performance Gaps for Multiple Facilities ↗Yuki Tagawa, Yohei Momoki, Norihisa Nakano et al. · Industry Track1 citation
- Fine-Grained Transfer Learning for Harmful Content Detection through Label-Specific Soft Prompt Tuning ↗Faeze Ghorbanpour, Viktor Hangya, Alexander Fraser · Long Papers1 citation
- Follow the Beaten Path: The Role of Route Patterns on Vision-Language Navigation Agents Generalization Abilities ↗Kourosh T Baghaei, Dieter Pfoser, Antonios Anastasopoulos · Long Papers1 citation
- Foundation Models Meet Embodied Agents ↗Manling Li, Yunzhu Li, Jiayuan Mao et al. · Tutorial Abstracts1 citation
- From Distributional to Overton Pluralism: Investigating Large Language Model Alignment ↗Thom Lake, Eunsol Choi, Greg Durrett · Long Papers1 citation
- From Generating Answers to Building Explanations: Integrating Multi-Round RAG and Causal Modeling for Scientific QA ↗Victor Barres, Clifton James McFate, Aditya Kalyanpur et al. · Industry Track1 citation
- From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning ↗Nan Xu, Fei Wang, Sheng Zhang et al. · Long Papers1 citation
- GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming Communities ↗Usman Naseem, Shuvam Shiwakoti, Siddhant Bikram Shah et al. · Short Papers1 citation
- Generative Product Recommendations for Implicit Superlative Queries ↗Kaustubh Dhole, Nikhita Vedula, Saar Kuzi et al. · Student Research Workshop1 citation
- Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data ↗Haonan Wang, Minbin Huang, Runhui Huang et al. · Long Papers1 citation
- Giving the Old a Fresh Spin: Quality Estimation-Assisted Constrained Decoding for Automatic Post-Editing ↗Sourabh Deoghare, Diptesh Kanojia, Pushpak Bhattacharyya · Short Papers1 citation
- Goal-Driven Data Story, Narrations and Explanations ↗Aniya Aggarwal, Ankush Gupta, Shivangi Bithel et al. · Industry Track1 citation
- Grammar Control in Dialogue Response Generation for Language Learning Chatbots ↗Dominik Glandorf, Peng Cui, Detmar Meurers et al. · Long Papers1 citation
- GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization ↗Margarita Bugueño, Hazem Abou Hamdan, Gerard De Melo · Short Papers1 citation
- GuideLLM: Exploring LLM-Guided Conversation with Applications in Autobiography Interviewing ↗Jinhao Duan, Xinyu Zhao, Zhuoxuan Zhang et al. · Long Papers1 citation
- Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? ↗Xuan He, Da Yin, Nanyun Peng · Long Papers1 citation
- HIGGS: Pushing the Limits of Large Language Model Quantization via the Linearity Theorem ↗Vladimir Malinovskii, Andrei Panferov, Ivan Ilin et al. · Long Papers1 citation
- Harnessing and Evaluating the Intrinsic Extrapolation Ability of Large Language Models for Vehicle Trajectory Prediction ↗Jiawei Liu, Yanjiao Liu, Xun Gong et al. · Long Papers1 citation
- Have LLMs Reopened the Pandora's Box of AI-Generated Fake News? ↗Xinyu Wang, Wenbo Zhang, Sai Koneru et al. · Long Papers1 citation
- Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training ↗Yuchen Zhuang, Jingfeng Yang, Haoming Jiang et al. · Long Papers1 citation
- How many words does it take to understand a low-resource language? ↗Emily Chang, Nada Basit · Student Research Workshop1 citation
- IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval ↗Tingyu Song, Guo Gan, Mingsheng Shang et al. · Long Papers1 citation
- Improving Model Evaluation using SMART Filtering of Benchmark Datasets ↗Vipul Gupta, Candace Ross, David Pantoja et al. · Long Papers1 citation
- Improving and Assessing the Fidelity of Large Language Models Alignment to Online Communities ↗Minh Duc Chu, Zihao He, Rebecca Dorn et al. · Long Papers1 citation
- Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models ↗Gleb Kuzmin, Neemesh Yadav, Ivan Smirnov et al. · Short Papers1 citation
- Interpret and Control Dense Retrieval with Sparse Latent Features ↗Hao Kang, Tevin Wang, Chenyan Xiong · Short Papers1 citation
- Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders ↗Kshitish Ghate, Isaac Slaughter, Kyra Wilson et al. · Long Papers1 citation
- Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness ↗Yoo Yeon Sung, Maharshi Gor, Eve Fleisig et al. · Long Papers1 citation
- It Is Not Only the Negative that Deserves Attention! Understanding, Generation & Evaluation of (Positive) Moderation ↗Iman Jundi, Eva Maria Vecchi, Carlotta Quensel et al. · Long Papers1 citation
- Knowledge Graph Guided Evaluation of Abstention Techniques ↗Kinshuk Vasisht, Navreet Kaur, Danish Pruthi · Long Papers1 citation
- LLM-Human Pipeline for Cultural Grounding of Conversations ↗Rajkumar Pujari, Dan Goldwasser · Long Papers1 citation
- LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices ↗Jung Hyun Lee, Jeonghoon Kim, June Yong Yang et al. · Long Papers1 citation
- Language Models “Grok” to Copy ↗Ang Lv, Ruobing Xie, Xingwu Sun et al. · Short Papers1 citation
- Language Models are Crossword Solvers ↗Soumadeep Saha, Sutanoya Chakraborty, Saptarshi Saha et al. · Long Papers1 citation
- Large Language Models Are Cross-Lingual Knowledge-Free Reasoners ↗Peng Hu, Sizhe Liu, Changjiang Gao et al. · Long Papers1 citation
- Learning to Substitute Words with Model-based Score Ranking ↗Hongye Liu, Ricardo Henao · Long Papers1 citation
- Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models ↗Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi · Long Papers1 citation
- Leveraging LLM For Synchronizing Information Across Multilingual Tables ↗Siddharth Khincha, Tushar Kataria, Ankita Anand et al. · Long Papers1 citation
- Linear Relational Decoding of Morphology in Language Models ↗Eric Xia, Jugal Kalita · Student Research Workshop1 citation
- Little Giants: Synthesizing High-Quality Embedding Data at Scale ↗Haonan Chen, Liang Wang, Nan Yang et al. · Long Papers1 citation
- Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair ↗Maksim Borisov, Zhanibek Kozhirbayev, Valentin Malykh · Student Research Workshop1 citation
- MAD Speech: Measures of Acoustic Diversity of Speech ↗Matthieu Futeral, Andrea Agostinelli, Marco Tagliasacchi et al. · Long Papers1 citation
- MDC$^3$: A Novel Multimodal Dataset for Commercial Content Classification in Bengali ↗Anik Mahmud Shanto, Mst. Sanjida Jamal Priya, Fahim Shakil Tamim et al. · Student Research Workshop1 citation
- MICE for CATs: Model-Internal Confidence Estimation for Calibrating Agents with Tools ↗Nishant Subramani, Jason Eisner, Justin Svegliato et al. · Long Papers1 citation
- MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria ↗Wentao Ge, Shunian Chen, Guiming Hardy Chen et al. · Long Papers1 citation
- Main Predicate and Their Arguments as Explanation Signals For Intent Classification ↗Sameer Pimparkhede, Pushpak Bhattacharyya · Long Papers1 citation
- Making Language Models Robust Against Negation ↗MohammadHossein Rezaei, Eduardo Blanco · Long Papers1 citation
- Markov Chain of Thought for Efficient Mathematical Reasoning ↗Wen Yang, Minpeng Liao, Kai Fan · Long Papers1 citation
- Mastering the Craft of Data Synthesis for CodeLLMs ↗Meng Chen, Philip Arthur, Qianyu Feng et al. · Long Papers1 citation
- Matina: A Large-Scale 73B Token Persian Text Corpus ↗Sara Bourbour Hosseinbeigi, Fatemeh Taherinezhad, Heshaam Faili et al. · Long Papers1 citation
- Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language ↗Amalie Brogaard Pauli, Isabelle Augenstein, Ira Assent · Long Papers1 citation
- Medical Spoken Named Entity Recognition ↗Khai Le-Duc, David Thulke, Hung-Phong Tran et al. · Industry Track1 citation
- MetaMeme: A Dataset for Meme Template and Meta-Category Classification ↗Benjamin Lambright, Jordan Youner, Constantine Lignos · Student Research Workshop1 citation
- MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation ↗Langlin Huang, Mengyu Bu, Yang Feng · Long Papers1 citation
- MoDification: Mixture of Depths Made Easy ↗Chen Zhang, Meizhi Zhong, Qimeng Wang et al. · Long Papers1 citation
- My LLM might Mimic AAE - But When Should It? ↗Sandra Camille Sandoval, Christabel Acquaye, Kwesi Adu Cobbina et al. · Long Papers1 citation
- NAT: Enhancing Agent Tuning with Negative Samples ↗Renxi Wang, Xudong Han, Yixuan Zhang et al. · Long Papers1 citation
- NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals ↗Neha Srikanth, Rachel Rudinger · Long Papers1 citation
- Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization ↗Nihed Bendahman, Karen Pinel-Sauvagnat, Gilles Hubert et al. · Long Papers1 citation
- On the Role of Speech Data in Reducing Toxicity Detection Bias ↗Samuel Bell, Mariano Coria Meglioli, Megan Richards et al. · Long Papers1 citation
- Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs ↗Hyeonwoo Kim, Dahyun Kim, Jihoo Kim et al. · Industry Track1 citation
- ParaICL: Towards Parallel In-Context Learning ↗Xingxuan Li, Xuan-Phi Nguyen, Shafiq Joty et al. · Long Papers1 citation
- Pisets: A Robust Speech Recognition System for Lectures and Interviews ↗Ivan Bondarenko, Daniil Grebenkin, Oleg Sedukhin et al. · Industry Track1 citation
- Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation ↗Tianyu Liu, Jirui Qi, Paul He et al. · Long Papers1 citation
- Predicting ICU Length of Stay for Patients using Latent Categorization of Health Conditions ↗Tirthankar Dasgupta, Manjira Sinha, Sudeshna Jana · Industry Track1 citation
- Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison ↗Tsz Kin Lam, Marco Gaido, Sara Papi et al. · Long Papers1 citation
- Private Synthetic Text Generation with Diffusion Models ↗Sebastian Ochs, Ivan Habernal · Long Papers1 citation
- Probe-Free Low-Rank Activation Intervention ↗Chonghe Jiang, Bao Nguyen, Anthony Man-Cho So et al. · Long Papers1 citation
- PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation Metrics ↗Daniil Larionov, Steffen Eger · Long Papers1 citation
- Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages ↗Hoang H Nguyen, Khyati Mahajan, Vikas Yadav et al. · Long Papers1 citation
- Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss ↗Kunal Dahiya, Diego Ortego, David Jimenez-Cabello · Long Papers1 citation
- Pula: Training Large Language Models for Setswana ↗Nathan Brown, Vukosi Marivate · Long Papers1 citation
- QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models ↗Yudong Zhang, Ruobing Xie, Jiansheng Chen et al. · Long Papers1 citation
- RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models ↗Donghao Huang, Thanh-Son Nguyen, Fiona Liausvia et al. · Long Papers1 citation
- REFFLY: Melody-Constrained Lyrics Editing Model ↗Songyan Zhao, Bingxuan Li, Yufei Tian et al. · Long Papers1 citation
- RTSM: Knowledge Distillation with Diverse Signals for Efficient Real-Time Semantic Matching in E-Commerce ↗Sanjay Agrawal, Vivek Sembium · Industry Track1 citation
- ReIFE: Re-evaluating Instruction-Following Evaluation ↗Yixin Liu, Kejian Shi, Alexander Fabbri et al. · Long Papers1 citation
- Repetition Neurons: How Do Language Models Produce Repetitions? ↗Tatsuya Hiraoka, Kentaro Inui · Short Papers1 citation
- Reverse Modeling in Large Language Models ↗Sicheng Yu, Xu Yuanchen, Cunxiao Du et al. · Short Papers1 citation
- Reverse Question Answering: Can an LLM Write a Question so Hard (or Bad) that it Can't Answer? ↗Nishant Balepur, Feng Gu, Abhilasha Ravichander et al. · Short Papers1 citation
- RevieWeaver: Weaving Together Review Insights by Leveraging LLMs and Semantic Similarity ↗Jiban Adhikary, Mohammad Alqudah, Arun Palghat Udayashankar · Industry Track1 citation
- Revisiting Early Detection of Sexual Predators via Turn-level Optimization ↗JinMyeong An, Sangwon Ryu, Heejin Do et al. · Long Papers1 citation
- RxLens: Multi-Agent LLM-powered Scan and Order for Pharmacy ↗Akshay Jagatap, Srujana Merugu, Prakash Mandayam Comar · Industry Track1 citation
- SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA ↗Venktesh V, Mandeep Rathee, Avishek Anand · Long Papers1 citation
- SURF: A System to Unveil Explainable Risk Relations between Firms ↗Yu-Hsiang Wang, Wei-Ning Chiu, Yi-Tai Hsiao et al. · Human Language Technologies (System Demonstrations1 citation
- Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation ↗Kexun Zhang, Shang Zhou, Danqing Wang et al. · Long Papers1 citation
- Search Query Embeddings via User-behavior-driven Contrastive Learning ↗Sosuke Nishikawa, Jun Hirako, Nobuhiro Kaji et al. · Industry Track1 citation
- Self-Pluralising Culture Alignment for Large Language Models ↗Shaoyang Xu, Yongqi Leng, Linhao Yu et al. · Long Papers1 citation
- Self-Training Meets Consistency: Improving LLMs' Reasoning with Consistency-Driven Rationale Evaluation ↗Jaehyeok Lee, Keisuke Sakaguchi, JinYeong Bak · Long Papers1 citation
- Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System ↗Suhyun Lee, ChangHeon Han · Student Research Workshop1 citation
- Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation ↗Soyoung Yang, Hojun Cho, Jiyoung Lee et al. · Long Papers1 citation
- Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning ↗Junzhi Chen, Juhao Liang, Benyou Wang · Long Papers1 citation
- Soft Language Prompts for Language Transfer ↗Ivan Vykopal, Simon Ostermann, Marian Simko · Long Papers1 citation
- Soft Syntactic Reinforcement for Neural Event Extraction ↗Anran Hao, Jian Su, Shuo Sun et al. · Long Papers1 citation
- Stronger Models are Not Always Stronger Teachers for Instruction Tuning ↗Zhangchen Xu, Fengqing Jiang, Luyao Niu et al. · Long Papers1 citation
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