PPaperPicks

Bill Yuchen Lin

University of Washington, Seattle, WA, USA

27 papers at tracked venues · 18 at CORE A* · active 2024–2026

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Venues

ACL ×9NAACL ×7ICLR ×4EMNLP ×2NeurIPS ×2AAAI ×1CVPR ×1ICML ×1

Frequent coauthors

Yejin Choi
×13
Radha Poovendran
×8
Zhangchen Xu
×7
Fengqing Jiang
×7
Luyao Niu
×7
Khyathi Raghavi Chandu
×6
Xiang Yue
×5
Abhilasha Ravichander
×4
Nouha Dziri
×4
Yuetai Li
×3
Minjoon Seo
×3
Yifan Song
×3

Papers

  1. Temporal Sampling for Forgotten Reasoning in LLMs
    ACL 2026 ·
    Yuetai Li
    ,
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Bhaskar Ramasubramanian
    ,
    Luyao Niu
    , Bill Yuchen Lin,
    Xiang Yue
    ,
    Radha Poovendran
  2. ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates
    AAAI 2025 ·
    Fengqing Jiang
    ,
    Zhangchen Xu
    ,
    Luyao Niu
    , Bill Yuchen Lin,
    Radha Poovendran
  3. CulturalBench: A Robust, Diverse and Challenging Benchmark for Measuring LMs' Cultural Knowledge Through Human-AI Red-Teaming
    ACL 2025 ·
    Yu Ying Chiu
    ,
    Liwei Jiang
    , Bill Yuchen Lin,
    Chan Young Park
    ,
    Shuyue Stella Li
    ,
    Sahithya Ravi
    ,
    Mehar Bhatia
    ,
    Maria Antoniak
    ,
    Yulia Tsvetkov
    ,
    Vered Shwartz
    ,
    Yejin Choi
  4. Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
    NAACL 2025 ·
    Abhilasha Ravichander
    ,
    Jillian Fisher
    ,
    Taylor Sorensen
    ,
    Ximing Lu
    ,
    Maria Antoniak
    , Bill Yuchen Lin,
    Niloofar Mireshghallah
    ,
    Chandra Bhagavatula
    ,
    Yejin Choi
  5. L3GO: Language Agents with Chain-of-3D-Thoughts for Generating Unconventional Objects
    NAACL 2025 ·
    Yutaro Yamada
    ,
    Khyathi Raghavi Chandu
    , Bill Yuchen Lin,
    Jack Hessel
    ,
    Ilker Yildirim
    ,
    Yejin Choi
  6. Latent Action Pretraining from Videos
    ICLR 2025 ·
    Seonghyeon Ye
    ,
    Joel Jang
    ,
    Byeongguk Jeon
    ,
    Se June Joo
    ,
    Jianwei Yang
    ,
    Baolin Peng
    ,
    Ajay Mandlekar
    ,
    Reuben Tan
    ,
    Yu-Wei Chao
    , Bill Yuchen Lin,
    Lars Liden
    ,
    Kimin Lee
    ,
    Jianfeng Gao
    ,
    Luke Zettlemoyer
    ,
    Dieter Fox
    ,
    Minjoon Seo
  7. Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing
    ICLR 2025 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Yuntian Deng
    ,
    Radha Poovendran
    ,
    Yejin Choi
    , Bill Yuchen Lin
  8. RewardBench: Evaluating Reward Models for Language Modeling
    NAACL 2025 ·
    Nathan Lambert
    ,
    Valentina Pyatkin
    ,
    Jacob Morrison
    ,
    Lester James V. Miranda
    , Bill Yuchen Lin,
    Khyathi Raghavi Chandu
    ,
    Nouha Dziri
    ,
    Sachin Kumar
    ,
    Tom Zick
    ,
    Yejin Choi
    ,
    Noah A. Smith
    ,
    Hannaneh Hajishirzi
  9. SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
    ACL 2025 ·
    Fengqing Jiang
    ,
    Zhangchen Xu
    ,
    Yuetai Li
    ,
    Luyao Niu
    ,
    Zhen Xiang
    ,
    Bo Li
    , Bill Yuchen Lin,
    Radha Poovendran
  10. SimulBench: Evaluating Language Models with Creative Simulation Tasks
    NAACL 2025 ·
    Qi Jia
    ,
    Xiang Yue
    ,
    Tuney Zheng
    ,
    Jie Huang
    , Bill Yuchen Lin
  11. Small Models Struggle to Learn from Strong Reasoners
    ACL 2025 ·
    Yuetai Li
    ,
    Xiang Yue
    ,
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    , Bill Yuchen Lin,
    Bhaskar Ramasubramanian
    ,
    Radha Poovendran
  12. Stronger Models are Not Always Stronger Teachers for Instruction Tuning
    NAACL 2025 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    , Bill Yuchen Lin,
    Radha Poovendran
  13. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models
    NAACL 2025 ·
    Seungone Kim
    ,
    Juyoung Suk
    ,
    Ji Yong Cho
    ,
    Shayne Longpre
    ,
    Chaeeun Kim
    ,
    Dongkeun Yoon
    ,
    Guijin Son
    ,
    Yejin Choi
    ,
    Sheikh Shafayat
    ,
    Jinheon Baek
    ,
    Sue Hyun Park
    ,
    Hyeonbin Hwang
    ,
    Jinkyung Jo
    ,
    Hyowon Cho
    ,
    Haebin Shin
    ,
    Seongyun Lee
    ,
    Hanseok Oh
    ,
    Noah Lee
    ,
    Namgyu Ho
    ,
    Se June Joo
    ,
    Miyoung Ko
    ,
    Yoonjoo Lee
    ,
    Hyungjoo Chae
    ,
    Jamin Shin
    ,
    Joel Jang
    ,
    Seonghyeon Ye
    , Bill Yuchen Lin,
    Sean Welleck
    ,
    Graham Neubig
    ,
    Moontae Lee
    ,
    Kyungjae Lee
    ,
    Minjoon Seo
  14. The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism
    NAACL 2025 ·
    Yifan Song
    ,
    Guoyin Wang
    ,
    Sujian Li
    , Bill Yuchen Lin
  15. VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models
    CVPR 2025 ·
    Lei Li
    ,
    Yuancheng Wei
    ,
    Zhihui Xie
    ,
    Xuqing Yang
    ,
    Yifan Song
    ,
    Peiyi Wang
    ,
    Chenxin An
    ,
    Tianyu Liu
    ,
    Sujian Li
    , Bill Yuchen Lin,
    Lingpeng Kong
    ,
    Qi Liu
  16. WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
    ICLR 2025 · Bill Yuchen Lin,
    Yuntian Deng
    ,
    Khyathi Raghavi Chandu
    ,
    Abhilasha Ravichander
    ,
    Valentina Pyatkin
    ,
    Nouha Dziri
    ,
    Ronan Le Bras
    ,
    Yejin Choi
  17. ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning
    ICML 2025 · Bill Yuchen Lin,
    Ronan Le Bras
    ,
    Kyle Richardson
    ,
    Ashish Sabharwal
    ,
    Radha Poovendran
    ,
    Peter Clark
    ,
    Yejin Choi
  18. Agent Lumos: Unified and Modular Training for Open-Source Language Agents
    ACL 2024 ·
    Da Yin
    ,
    Faeze Brahman
    ,
    Abhilasha Ravichander
    ,
    Khyathi Raghavi Chandu
    ,
    Kai-Wei Chang
    ,
    Yejin Choi
    , Bill Yuchen Lin
  19. OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
    ACL 2024 ·
    Tianyu Zheng
    ,
    Ge Zhang
    ,
    Tianhao Shen
    ,
    Xueling Liu
    , Bill Yuchen Lin,
    Jie Fu
    ,
    Wenhu Chen
    ,
    Xiang Yue
  20. Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
    EMNLP 2024 ·
    Seungone Kim
    ,
    Juyoung Suk
    ,
    Shayne Longpre
    , Bill Yuchen Lin,
    Jamin Shin
    ,
    Sean Welleck
    ,
    Graham Neubig
    ,
    Moontae Lee
    ,
    Kyungjae Lee
    ,
    Minjoon Seo
  21. SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
    ACL 2024 ·
    Zhangchen Xu
    ,
    Fengqing Jiang
    ,
    Luyao Niu
    ,
    Jinyuan Jia
    , Bill Yuchen Lin,
    Radha Poovendran
  22. Selective "Selective Prediction": Reducing Unnecessary Abstention in Vision-Language Reasoning
    ACL 2024 ·
    Tejas Srinivasan
    ,
    Jack Hessel
    ,
    Tanmay Gupta
    , Bill Yuchen Lin,
    Yejin Choi
    ,
    Jesse Thomason
    ,
    Khyathi Raghavi Chandu
  23. The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
    ICLR 2024 · Bill Yuchen Lin,
    Abhilasha Ravichander
    ,
    Ximing Lu
    ,
    Nouha Dziri
    ,
    Melanie Sclar
    ,
    Khyathi Raghavi Chandu
    ,
    Chandra Bhagavatula
    ,
    Yejin Choi
  24. Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents
    ACL 2024 ·
    Yifan Song
    ,
    Da Yin
    ,
    Xiang Yue
    ,
    Jie Huang
    ,
    Sujian Li
    , Bill Yuchen Lin
  25. VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
    EMNLP 2024 ·
    Xuan He
    ,
    Dongfu Jiang
    ,
    Ge Zhang
    ,
    Max Ku
    ,
    Achint Soni
    ,
    Sherman Siu
    ,
    Haonan Chen
    ,
    Abhranil Chandra
    ,
    Ziyan Jiang
    ,
    Aaran Arulraj
    ,
    Kai Wang
    ,
    Quy Duc Do
    ,
    Yuansheng Ni
    ,
    Bohan Lyu
    ,
    Yaswanth Narsupalli
    ,
    Rongqi Fan
    ,
    Zhiheng Lyu
    , Bill Yuchen Lin,
    Wenhu Chen
  26. WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
    NeurIPS 2024 ·
    Seungju Han
    ,
    Kavel Rao
    ,
    Allyson Ettinger
    ,
    Liwei Jiang
    , Bill Yuchen Lin,
    Nathan Lambert
    ,
    Yejin Choi
    ,
    Nouha Dziri
  27. WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
    NeurIPS 2024 ·
    Yujie Lu
    ,
    Dongfu Jiang
    ,
    Wenhu Chen
    ,
    William Yang Wang
    ,
    Yejin Choi
    , Bill Yuchen Lin