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University of Washington(华盛顿大学)

共收录 1157
2502.06204 2025-06-03 cs.CL

Non-literal Understanding of Number Words by Language Models

Polina Tsvilodub, Kanishk Gandhi, Haoran Zhao, Jan-Philipp Fränken, Michael Franke, Noah D. Goodman

机构 * Department of Linguistics, University of Tübingen(语言学系,图宾根大学) Department of Computer Science, Stanford University(计算机科学系,斯坦福大学) University of Washington(华盛顿大学) Department of Psychology, Stanford University(心理学系,斯坦福大学) Departments of Psychology & Computer Science, Stanford University(心理学与计算机科学系,斯坦福大学)

Comments 12 pages, 10 figures. To appear in the Proceedings of CogSci 2025

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2407.00490 2025-06-03 cs.LG math.OC stat.ML

Toward Global Convergence of Gradient EM for Over-Parameterized Gaussian Mixture Models

Weihang Xu, Maryam Fazel, Simon S. Du

机构 * University of Washington(华盛顿大学)

Comments 25 pages

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2506.00297 2025-06-03 cs.LG cs.AI q-bio.BM

Improving Protein Sequence Design through Designability Preference Optimization

Fanglei Xue, Andrew Kubaney, Zhichun Guo, Joseph K. Min, Ge Liu, Yi Yang, David Baker

机构 * University of Technology Sydney(技术科技大学) University of Washington(华盛顿大学) University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) Zhejiang University(浙江大学)

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2506.00273 2025-06-03 eess.AS cs.LG cs.SD

SoundSculpt: Direction and Semantics Driven Ambisonic Target Sound Extraction

Tuochao Chen, D Shin, Hakan Erdogan, Sinan Hersek

机构 * University of Washington(华盛顿大学) Google AR(谷歌AR) Google DeepMind(谷歌DeepMind)

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2506.00152 2025-06-03 cs.LG econ.EM stat.ML

Aligning Language Models with Observational Data: Opportunities and Risks from a Causal Perspective

Erfan Loghmani

机构 * Foster School of Business University of Washington(华盛顿大学福斯特商学院)

Comments 10+12 pages, 8 figures

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2501.15056 2025-06-03 cs.AI cs.CL cs.HC cs.LG

Feedback-Aware Monte Carlo Tree Search for Efficient Information Seeking in Goal-Oriented Conversations

Harshita Chopra, Chirag Shah

机构 * University of Washington(华盛顿大学)

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2410.03868 2025-06-03 cs.CL

Can Language Models Reason about Individualistic Human Values and Preferences?

Liwei Jiang, Taylor Sorensen, Sydney Levine, Yejin Choi

机构 * University of Washington(华盛顿大学) Google DeepMind(谷歌DeepMind) Stanford University(斯坦福大学) Allen Institute for Artificial Intelligence(人工智能研究院)

Comments Camera Ready at ACL Main 2025

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2505.24714 2025-06-02 cs.CL

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation

Junyu Luo, Zhizhuo Kou, Liming Yang, Xiao Luo, Jinsheng Huang, Zhiping Xiao, Jingshu Peng, Chengzhong Liu, Jiaming Ji, Xuanzhe Liu, Sirui Han, Ming Zhang, Yike Guo

机构 * State Key Laboratory for Multimedia Information Processing, PKU-Anker LLM Lab(多媒体信息处理国家重点实验室,PKU-Anker LLM实验室) School of Computer Science, Peking University(北京大学计算机学院) HKUST(香港科技大学) University of California, Los Angeles(加州大学洛杉矶分校) University of Washington(华盛顿大学)

Comments ACL 2025 Main Conference

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2505.23852 2025-06-02 cs.CL cs.AI cs.MA stat.AP

Large Language Model-Based Agents for Automated Research Reproducibility: An Exploratory Study in Alzheimer's Disease

Nic Dobbins, Christelle Xiong, Kristine Lan, Meliha Yetisgen

机构 * Biomedical Informatics & Data Science, Johns Hopkins University(约翰霍普金斯大学生物医学信息学与数据科学) Biomedical & Health Informatics, University of Washington(华盛顿大学生物医学与健康信息学)

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2505.23290 2025-05-30 cs.SD cs.CV eess.AS

Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation

Hao Li, Ju Dai, Xin Zhao, Feng Zhou, Junjun Pan, Lei Li

机构 * Beihang University(北京航空航天大学) Peng Cheng Laboratory(鹏城实验室) North China University of Technology(华北理工大学) University of Washington(华盛顿大学) University of Copenhagen(哥本哈根大学)

Comments Accepted to CVPR 2025

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2505.23008 2025-05-30 cs.CV cs.AI cs.CL

Synthetic Document Question Answering in Hungarian

Jonathan Li, Zoltan Csaki, Nidhi Hiremath, Etash Guha, Fenglu Hong, Edward Ma, Urmish Thakker

机构 * SambaNova Systems, Inc.(SambaNova系统公司) University of Washington(华盛顿大学)

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2505.22898 2025-05-30 cs.RO cs.SY eess.SY

Spring-Brake! Handed Shearing Auxetics Improve Efficiency of Hopping and Standing

Joseph Sullivan, Ian Good, Samuel A. Burden, Jeffrey Ian Lipton

机构 * Electrical and Computer Engineering, The University of Washington(华盛顿大学电气与计算机工程系) Mechanical Engineering, University of Washington(华盛顿大学机械工程系) Mechanical and Industrial Engineering, Northeastern University(东北大学机械与工业工程系)

Comments This work has been submitted to the IEEE for possible publication

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2505.18424 2025-05-30 eess.IV cs.AI cs.CV

How We Won the ISLES'24 Challenge by Preprocessing

Tianyi Ren, Juampablo E. Heras Rivera, Hitender Oswal, Yutong Pan, William Henry, Sophie Walters, Mehmet Kurt

机构 * Department of Mechanical Engineering, University of Washington(华盛顿大学机械工程系) Paul G. Allen School of Computer Science, University of Washington(华盛顿大学保罗·G·阿伦计算机科学学院) Department of Bioengineering, University of Washington(华盛顿大学生物工程系)

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2407.02273 2025-05-29 cs.CL

Language Model Alignment in Multilingual Trolley Problems

Zhijing Jin, Max Kleiman-Weiner, Giorgio Piatti, Sydney Levine, Jiarui Liu, Fernando Gonzalez, Francesco Ortu, András Strausz, Mrinmaya Sachan, Rada Mihalcea, Yejin Choi, Bernhard Schölkopf

机构 * Max Planck Institute for Intelligent Systems(马克斯·普朗克智能系统研究所) ETH Zürich(苏黎世联邦理工学院) University of Toronto(多伦多大学) University of Washington(华盛顿大学) Allen Institute for AI (AI2)(人工智能研究所) Carnegie Mellon University(卡内基梅隆大学) University of Trieste(特里斯坦大学) University of Michigan(密歇根大学)

Comments ICLR 2025 Spotlight, Best Paper @ NeurIPS 2024 Workshop on Pluralistic Alignment

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2504.21297 2025-05-28 cs.IT cs.AI cs.CY cs.ET math.IT

Democratizing Differential Privacy: A Participatory AI Framework for Public Decision-Making

Wenjun Yang, Eyhab Al-Masri

机构 * University of Washington Tacoma(华盛顿大学塔科马分校)

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2505.20196 2025-05-27 cs.AI cs.LG

Temporal Sampling for Forgotten Reasoning in LLMs

Yuetai Li, Zhangchen Xu, Fengqing Jiang, Bhaskar Ramasubramanian, Luyao Niu, Bill Yuchen Lin, Xiang Yue, Radha Poovendran

机构 * University of Washington(华盛顿大学) Carnegie Mellon University(卡内基梅隆大学) Western Washington University(西华盛顿大学)

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2505.19933 2025-05-27 cs.AI

Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making

Yejin Son, Minseo Kim, Sungwoong Kim, Seungju Han, Jian Kim, Dongju Jang, Youngjae Yu, Chanyoung Park

机构 * Yonsei University(延世大学) Stanford University(斯坦福大学) University of Washington, Seattle WA(华盛顿大学)

Comments 37 pages, 13 tables, 6 figures

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2504.20073 2025-05-27 cs.LG cs.AI cs.CL

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Zihan Wang, Kangrui Wang, Qineng Wang, Pingyue Zhang, Linjie Li, Zhengyuan Yang, Xing Jin, Kefan Yu, Minh Nhat Nguyen, Licheng Liu, Eli Gottlieb, Yiping Lu, Kyunghyun Cho, Jiajun Wu, Li Fei-Fei, Lijuan Wang, Yejin Choi, Manling Li

机构 * Northwestern University(西北大学) University of Washington(华盛顿大学) Stanford University(斯坦福大学) Microsoft(微软) New York University(纽约大学) University of British Columbia(不列颠哥伦比亚大学) Singapore Management University(新加坡国立管理学院)

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2411.00204 2025-05-27 cs.CL

RESTOR: Knowledge Recovery in Machine Unlearning

Keivan Rezaei, Khyathi Chandu, Soheil Feizi, Yejin Choi, Faeze Brahman, Abhilasha Ravichander

机构 * University of Maryland(马里兰大学) Mistral AI Stanford University(斯坦福大学) Allen Institute for AI(人工智能研究院) University of Washington(华盛顿大学)

Comments Accepted to TMLR 2025

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2408.09070 2025-05-27 cs.CL cs.IR

CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts

Qingkai Zeng, Yuyang Bai, Zhaoxuan Tan, Zhenyu Wu, Shangbin Feng, Meng Jiang

机构 * University of Notre Dame(诺丁汉大学) University of Washington(华盛顿大学)

Comments Accepted by ACL2025 Findings

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2505.19602 2025-05-27 cs.LG

Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression

Kunjun Li, Zigeng Chen, Cheng-Yen Yang, Jenq-Neng Hwang

机构 * University of Washington(华盛顿大学) National University of Singapore(新加坡国立大学)

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2505.17399 2025-05-27 cs.CL

FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow

Haoyu Sun, Huichen Will Wang, Jiawei Gu, Linjie Li, Yu Cheng

机构 * Tongji University(同济大学) University of Washington(华盛顿大学) Sun Yat-sen University(中山大学) Microsoft(微软) The Chinese University of Hong Kong(香港中文大学)

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2505.12392 2025-05-27 cs.CL cs.AI cs.LG

SLOT: Sample-specific Language Model Optimization at Test-time

Yang Hu, Xingyu Zhang, Xueji Fang, Zhiyang Chen, Xiao Wang, Huatian Zhang, Guojun Qi

机构 * Westlake University(西湖大学) University of Washington(华盛顿大学) USTC(中国科学技术大学)

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2505.17481 2025-05-26 cs.CL

MARCO: Meta-Reflection with Cross-Referencing for Code Reasoning

Yusheng Zhao, Xiao Luo, Weizhi Zhang, Wei Ju, Zhiping Xiao, Philip S. Yu, Ming Zhang

机构 * Peking University(北京大学) University of California, Los Angeles(加州大学洛杉矶分校) University of Illinois Chicago(伊利诺伊大学香槟分校) University of Washington(华盛顿大学)

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2505.17407 2025-05-26 cs.CL

Language Matters: How Do Multilingual Input and Reasoning Paths Affect Large Reasoning Models?

Zhi Rui Tam, Cheng-Kuang Wu, Yu Ying Chiu, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee

机构 * Appier AI Research(Appier人工智能研究院) University of Washington(华盛顿大学) National Taiwan University(台湾国立大学)

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2505.16058 2025-05-23 cs.LG cs.AI physics.data-an

Mesh-free sparse identification of nonlinear dynamics

Mars Liyao Gao, J. Nathan Kutz, Bernat Font

机构 * Paul G. Allen School of Computer Science & Engineering University of Washington(保罗·G·艾伦计算机科学与工程学院华盛顿大学) Applied Mathematics and Electrical and Computer Engineering University of Washington(应用数学与电气与计算机工程华盛顿大学) Faculty of Mechanical Engineering Delft University of Technology(机械工程学院代尔夫特理工大学)

Comments 17 pages, 13 figures, 14 tables

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2505.15859 2025-05-23 cs.IR cs.AI

AutoData: A Multi-Agent System for Open Web Data Collection

Tianyi Ma, Yiyue Qian, Zheyuan Zhang, Zehong Wang, Xiaoye Qian, Feifan Bai, Yifan Ding, Xuwei Luo, Shinan Zhang, Keerthiram Murugesan, Chuxu Zhang, Yanfang Ye

机构 * University of Notre Dame(诺丁汉大学) Amazon(亚马逊) University of Washington(华盛顿大学) Purdue University(普渡大学) IBM Research(IBM研究院) University of Connecticut(康涅狄格大学)

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2505.14625 2025-05-23 cs.LG cs.AI cs.CL

TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning

Zhangchen Xu, Yuetai Li, Fengqing Jiang, Bhaskar Ramasubramanian, Luyao Niu, Bill Yuchen Lin, Radha Poovendran

机构 * University of Washington(华盛顿大学) Western Washington University(西雅图华盛顿大学)

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2505.15157 2025-05-22 cs.RO cs.LG

Cascaded Diffusion Models for Neural Motion Planning

Mohit Sharma, Adam Fishman, Vikash Kumar, Chris Paxton, Oliver Kroemer

机构 * Robotics Institute, Carnegie Mellon University(卡内基梅隆大学机器人研究所) University of Washington(华盛顿大学) Hello Robot Inc(Hello Robot公司)

Comments ICRA'25

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2503.12633 2025-05-22 math.OC cs.LG

Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps

Mohammad Al-Jarrah, Bamdad Hosseini, Amirhossein Taghvaei

机构 * Department of Aeronautics & Astronautics, University of Washington, Seattle(航空与航天系,华盛顿大学)

Comments 6 pages, 4 figures

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