NAACL 2025: all accepted papers
- NeMo-Inspector: A Visualization Tool for LLM Generation Analysis ↗Daria Gitman, Igor Gitman, Evelina Bakhturina · Human Language Technologies (System Demonstrations
- No Simple Answer to Data Complexity: An Examination of Instance-Level Complexity Metrics for Classification Tasks ↗Ryan A. Cook, John P. Lalor, Ahmed Abbasi · Long Papers
- On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models ↗Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju et al. · Long Papers
- One Unified Model for Diverse Tasks: Emotion Cause Analysis via Self-Promote Cognitive Structure Modeling ↗Zhaoxin Yu, Xinglin Xiao, Wenji Mao · Long Papers
- Open-World Evaluation for Retrieving Diverse Perspectives ↗Hung-Ting Chen, Eunsol Choi · Long Papers
- Option Symbol Matters: Investigating and Mitigating Multiple-Choice Option Symbol Bias of Large Language Models ↗Zhen Yang, Ping Jian, Chengzhi Li · Long Papers
- PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification ↗Ashish Seth, Ramaneswaran Selvakumar, Sonal Kumar et al. · Long Papers
- PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity Detection ↗Sepideh Mamooler, Syrielle Montariol, Alexander Mathis et al. · Long Papers
- PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets ↗Jaeseong Lee, Hojae Han, Jongyoon Kim et al. · Industry Track
- PORT: Preference Optimization on Reasoning Traces ↗Salem Lahlou, Abdalgader Abubaker, Hakim Hacid · Long Papers
- PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning ↗Jaeseong Lee, Seung-won Hwang, Hojin Lee et al. · Short Papers
- PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines ↗Reya Vir, Shreya Shankar, Harrison Chase et al. · Long Papers
- Palette of Language Models: A Solver for Controlled Text Generation ↗Zhe Yang, Yi Huang, Yaqin Chen et al. · Long Papers
- Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models ↗Xingran Zhou, Kun Yang, Changtao Miao et al. · Long Papers
- Paraphrase-based Contrastive Learning for Sentence Pair Modeling ↗Seiji Sugiyama, Risa Kondo, Tomoyuki Kajiwara et al. · Student Research Workshop
- Paraphrasing Attack Resilience of Various AI-Generated Text Detection Methods ↗Andrii Shportko, Inessa Verbitsky · Student Research Workshop
- Patent-CR: A Dataset for Patent Claim Revision ↗Lekang Jiang, Pascal A. Scherz, Stefan Goetz · Long Papers
- PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian ↗Erfan Moosavi Monazzah, Vahid Rahimzadeh, Yadollah Yaghoobzadeh et al. · Long Papers
- Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents ↗Zihao Lin, Zichao Wang, Yuanting Pan et al. · Human Language Technologies (System Demonstrations
- Personalized Help for Optimizing Low-Skilled Users' Strategy ↗Feng Gu, Wichayaporn Wongkamjan, Jordan Lee Boyd-Graber et al. · Short Papers
- PicPersona-TOD : A Dataset for Personalizing Utterance Style in Task-Oriented Dialogue with Image Persona ↗Jihyun Lee, Yejin Jeon, Seungyeon Seo et al. · Long Papers
- Pipeline Analysis for Developing Instruct LLMs in Low-Resource Languages: A Case Study on Basque ↗Ander Corral, Ixak Sarasua Antero, Xabier Saralegi · Long Papers
- PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models ↗Michael-Andrei Panaitescu-Liess, Pankayaraj Pathmanathan, Yigitcan Kaya et al. · Long Papers
- Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models ↗Dipankar Srirag, Aditya Joshi, Jacob Eisenstein · Short Papers
- Preserving Multilingual Quality While Tuning Query Encoder on English Only ↗Oleg Vasilyev, Randy Sawaya, John Bohannon · Short Papers
- Prompto: An open source library for asynchronous querying of LLM endpoints ↗Ryan Sze-Yin Chan, Federico Nanni, Angus Redlarski Williams et al. · Human Language Technologies (System Demonstrations
- Protein2Text: Resampling Mechanism to Translate Protein Sequences into Human-Interpretable Text ↗Ala Jararweh, Oladimeji Macaulay, David Arredondo et al. · Industry Track
- QSpell 250K: A Large-Scale, Practical Dataset for Chinese Search Query Spell Correction ↗Dezhi Ye, Haomei Jia, Junwei Hu et al. · Industry Track
- Query Variant Detection Using Retriever as Environment ↗Minji Seo, Youngwon Lee, Seung-won Hwang et al. · Industry Track
- Query-focused Referentiability Learning for Zero-shot Retrieval ↗Jaeyoung Kim, Dohyeon Lee, Seung-won Hwang · Long Papers
- QueryShield: A Platform to Mitigate Enterprise Data Leakage in Queries to External LLMs ↗Nitin Ramrakhiyani, Delton Myalil, Sachin Pawar et al. · Industry Track
- Racing Thoughts: Explaining Contextualization Errors in Large Language Models ↗Michael A. Lepori, Michael Curtis Mozer, Asma Ghandeharioun · Long Papers
- ReGLA: Refining Gated Linear Attention ↗Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh et al. · Long Papers
- ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation ↗Qinzhuo Wu, Wei Liu, Jian Luan et al. · Long Papers
- Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject ↗Zenghao Duan, Wenbin Duan, Zhiyi Yin et al. · Short Papers
- Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions ↗Toma Suzuki, Ayuki Katayama, Seiji Gobara et al. · Student Research Workshop
- Representing Rule-based Chatbots with Transformers ↗Dan Friedman, Abhishek Panigrahi, Danqi Chen · Long Papers
- Representing and Clustering Errors in Offensive Language Detection ↗Jood Otey, Laura Biester, Steven R Wilson · Student Research Workshop
- Reversed Attention: On The Gradient Descent Of Attention Layers In GPT ↗Shahar Katz, Lior Wolf · Long Papers
- Reward-Guided Tree Search for Inference Time Alignment of Large Language Models ↗Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish et al. · Long Papers
- Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech ↗Eric Battenberg, RJ Skerry-Ryan, Daisy Stanton et al. · Long Papers
- SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data ↗Suyoung Bae, YunSeok Choi, Hyojun Kim et al. · Long Papers
- SANDWiCH: Semantical Analysis of Neighbours for Disambiguating Words in Context ad Hoc ↗Daniel Guzman Olivares, Lara Quijano, Federico Liberatore · Long Papers
- SCIURus: Shared Circuits for Interpretable Uncertainty Representations in Language Models ↗Carter Teplica, Yixin Liu, Arman Cohan et al. · Long Papers
- SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation ↗Saurabh Kumar Pandey, Sachin Vashistha, Debrup Das et al. · Long Papers
- SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model ↗Jiayang Yu, Yihang Zhang, Bin Wang et al. · Long Papers
- STEP: Staged Parameter-Efficient Pre-training for Large Language Models ↗Kazuki Yano, Takumi Ito, Jun Suzuki · Short Papers
- SafeQuant: LLM Safety Analysis via Quantized Gradient Inspection ↗Sindhu Padakandla, Sadbhavana Babar, Rathod Darshan D et al. · Long Papers
- SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs ↗Zhichao Shi, Shaoling Jing, Yi Cheng et al. · Long Papers
- Scaling Graph-Based Dependency Parsing with Arc Vectorization and Attention-Based Refinement ↗Nicolas Floquet, Joseph Le Roux, Nadi Tomeh et al. · Short Papers
- Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches ↗Adithya Pratapa, Teruko Mitamura · Short Papers
- ScratchEval: Are GPT-4o Smarter than My Child? Evaluating Large Multimodal Models with Visual Programming Challenges ↗Rao Fu, Ziyang Luo, Hongzhan Lin et al. · Short Papers
- Script-Agnosticism and its Impact on Language Identification for Dravidian Languages ↗Milind Agarwal, Joshua Otten, Antonios Anastasopoulos · Long Papers
- Self-Vocabularizing Training for Neural Machine Translation ↗Pin-Jie Lin, Ernie Chang, Yangyang Shi et al. · Student Research Workshop
- Self-calibration for Language Model Quantization and Pruning ↗Miles Williams, George Chrysostomou, Nikolaos Aletras · Long Papers
- Semi-automatic Sequential Sentence Classification in the Discourse Analysis Tool Suite ↗Tim Fischer, Chris Biemann · Human Language Technologies (System Demonstrations
- Sharpness-Aware Minimization for Topic Models with High-Quality Document Representations ↗Tung Nguyen, Tue Le, Hoang Tran Vuong et al. · Long Papers
- SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection ↗Nikita Sushko, Alexander Panchenko, Elena Tutubalina · Student Research Workshop
- Social Intelligence in the Age of LLMs ↗Hao Zhu, Bodhisattwa Prasad Majumder, Dirk Hovy et al. · Tutorial Abstracts
- Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice ↗Sunny Rai, Khushang Zaveri, Shreya Havaldar et al. · Long Papers
- Sparser Mixture-of-Adapters with Cross-Layer Generalization ↗Ziyue Li, Tianyi Zhou · Long Papers
- Sports and Women's Sports: Gender Bias in Text Generation with Olympic Data ↗Laura Biester · Short Papers
- Storybranch - generating multimedia content from novels ↗Rushikesh Hiray, Venelin Kovatchev · Human Language Technologies (System Demonstrations
- Style Transfer with Multi-iteration Preference Optimization ↗Shuai Liu, Jonathan May · Long Papers
- Superlatives in Context: Modeling the Implicit Semantics of Superlatives ↗Valentina Pyatkin, Bonnie Webber, Ido Dagan et al. · Long Papers
- TCProF:Time-Complexity Prediction SSL Framework ↗Joonghyuk Hahn, Hyeseon Ahn, Jungin Kim et al. · Long Papers
- THREAD: Thinking Deeper with Recursive Spawning ↗Philip Schroeder, Nathaniel W. Morgan, Hongyin Luo et al. · Long Papers
- TaeBench: Improving Quality of Toxic Adversarial Examples ↗Jennifer Zhu, Dmitriy Bespalov, Liwen You et al. · Industry Track
- Task-driven Layerwise Additive Activation Intervention ↗Hieu Trung Nguyen, Bao Nguyen, Binh Nguyen et al. · Short Papers
- Taxi1500: A Dataset for Multilingual Text Classification in 1500 Languages ↗Chunlan Ma, Ayyoob Imani, Haotian Ye et al. · Short Papers
- Text Compression for Efficient Language Generation ↗David Gu, Peter Belcak, Roger Wattenhofer · Student Research Workshop
- Text Extraction and Script Completion in Images of Arabic Script-Based Calligraphy: A Thesis Proposal ↗Dilara Zeynep Gürer, Ümit Atlamaz, Şaziye Betül Özateş · Student Research Workshop
- Through the Lens of History: Methods for Analyzing Temporal Variation in Content and Framing of State-run Chinese Newspapers ↗Shijia Liu, David A. Smith · Long Papers
- Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images ↗Elisei Rykov, Kseniia Petrushina, Kseniia Titova et al. · Student Research Workshop
- Tighter Clusters, Safer Code? Improving Vulnerability Detection with Enhanced Contrastive Loss ↗Pranav Kapparad, Biju R Mohan · Student Research Workshop
- ToW: Thoughts of Words Improve Reasoning in Large Language Models ↗Zhikun Xu, Ming Shen, Jacob Dineen et al. · Long Papers
- Towards Automatic Evaluation for Image Transcreation ↗Simran Khanuja, Vivek Iyer, Xiaoyu He et al. · Long Papers
- Towards Operationalizing Right to Data Protection ↗Abhinav Java, Simra Shahid, Chirag Agarwal · Long Papers
- Towards Practical and Knowledgeable LLMs for a Multilingual World: A Thesis Proposal ↗Bryan Li · Student Research Workshop
- Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning ↗Gaurav Arora, Srujana Merugu, Shreya Jain et al. · Long Papers
- Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer ↗Kevin Bönisch, Giuseppe Abrami, Alexander Mehler · Human Language Technologies (System Demonstrations
- Transferable Post-training via Inverse Value Learning ↗Xinyu Lu, Xueru Wen, Yaojie Lu et al. · Long Papers
- TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice ↗Aman Goel, Xian Wu, Zhe Wang et al. · Industry Track
- TurtleBench: A Visual Programming Benchmark in Turtle Geometry ↗Sina Rismanchian, Yasaman Razeghi, Sameer Singh et al. · Long Papers
- Understanding Figurative Meaning through Explainable Visual Entailment ↗Arkadiy Saakyan, Shreyas Kulkarni, Tuhin Chakrabarty et al. · Long Papers
- Understanding LLMs' Fluid Intelligence Deficiency: An Analysis of the ARC Task ↗Junjie Wu, Mo Yu, Lemao Liu et al. · Long Papers
- Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate ↗Xiaomeng Jin, Zhiqi Bu, Bhanukiran Vinzamuri et al. · Long Papers
- Unlocking Korean Verbs: A User-Friendly Exploration into the Verb Lexicon ↗Seohyun Song, Eunkyul Leah Jo, Yige Chen et al. · Human Language Technologies (System Demonstrations
- Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal Models ↗Joan Nwatu, Oana Ignat, Rada Mihalcea · Long Papers
- Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets ↗Tianjian Li, Haoran Xu, Weiting Tan et al. · Long Papers
- Using Contextually Aligned Online Reviews to Measure LLMs' Performance Disparities Across Language Varieties ↗Zixin Tang, Chieh-Yang Huang, Tsung-Chi Li et al. · Short Papers
- Using Text-Based Causal Inference to Disentangle Factors Influencing Online Review Ratings ↗Linsen Li, Aron Culotta, Nicholas Mattei · Long Papers
- VIT-Pro: Visual Instruction Tuning for Product Images ↗Vishnu Prabhakaran, Purav Aggarwal, Vishruit Kulshreshtha et al. · Industry Track
- VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models ↗Ming Cheng, Jiaying Gong, Chenhan Yuan et al. · Long Papers
- WHoW: A Cross-domain Approach for Analysing Conversation Moderation ↗Ming-Bin Chen, Lea Frermann, Jey Han Lau · Long Papers
- Waste Not, Want Not; Recycled Gumbel Noise Improves Consistency in Natural Language Generation ↗Damien De Mijolla, Hannan Saddiq, Kim Moore · Long Papers
- WaterPool: A Language Model Watermark Mitigating Trade-Offs among Imperceptibility, Efficacy and Robustness ↗Baizhou Huang, Xiaojun Wan · Long Papers
- What is it? Towards a Generalizable Native American Language Identification System ↗Ivory Yang, Weicheng Ma, Carlos Guerrero Alvarez et al. · Student Research Workshop
- Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs? ↗So Young Lee, Russell Scheinberg, Amber Shore et al. · Long Papers
- World Models with Hints of Large Language Models for Goal Achieving ↗Zeyuan Liu, Ziyu Huan, Xiyao Wang et al. · Long Papers
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