Pang Wei Koh

Assistant Professor

Paul G. Allen School of Computer Science & Engineering College of Engineering, University of Washington

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基本信息

Career Trajectory

Bio

Koh’s research interests are in the theory and practice of building reliable machine learning systems. His research has been published in Nature and Cell, featured in media outlets such as The New York Times and The Washington Post, and recognized by the MIT Technology Review Innovators Under 35 Asia Pacific Award and best paper awards at ICML and KDD.

Research Interests

Papers共 96 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

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DataDecide: How to Predict Best Pretraining Data with Small Experiments

Ian Magnusson, Nguyen Tai,Ben Bogin, David Heineman,Jena D. Hwang,Luca Soldaini,Akshita Bhagia, Jiacheng Liu,Dirk Groeneveld,Oyvind Tafjord,Noah A. Smith,Pang Wei Koh,Jesse Dodge

arxiv（2025）

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Using Large Language Models to Promote Health Equity

Emma Pierson,Divya Shanmugam,Rajiv Movva,Jon Kleinberg,Monica Agrawal,Mark Dredze,Kadija Ferryman,Judy Wawira Gichoya,Dan Jurafsky,Pang Wei Koh,Karen Levy,Sendhil Mullainathan,Ziad Obermeyer,Harini Suresh,Keyon Vafa

NEJM AI (2025)

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ICONS: Influence Consensus for Vision-Language Data Selection

Xindi Wu,Mengzhou Xia,Rulin Shao,Zhiwei Deng,Pang Wei Koh,Olga Russakovsky

CoRR (2025)

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ParaPO: Aligning Language Models to Reduce Verbatim Reproduction of Pre-training Data

Tong Chen,Faeze Brahman,Jiacheng Liu,Niloofar Mireshghallah,Weijia Shi,Pang Wei Koh,Luke Zettlemoyer,Hannaneh Hajishirzi

arxiv（2025）

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Language Models Scale Reliably with Over-Training and on Downstream Tasks

Samir Yitzhak Gadre,Georgios Smyrnis,Vaishaal Shankar,Suchin Gururangan,Mitchell Wortsman,Rulin Shao,Jean Mercat,Alex Fang,Jeffrey Li,Sedrick Keh,Rui Xin,Marianna Nezhurina,Igor Vasiljevic,Luca Soldaini,Jenia Jitsev,Alex Dimakis,Gabriel Ilharco,Pang Wei Koh,Shuran Song,Thomas Kollar,Yair Carmon,Achal Dave,Reinhard Heckel,Niklas Muennighoff,Ludwig Schmidt

ICLR 2025（2025）

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Spurious Rewards: Rethinking Training Signals in RLVR

Rulin Shao,Shuyue Stella Li,Rui Xin, Scott Geng,Yiping Wang, Sewoong Oh,Simon Shaolei Du,Nathan Lambert,Sewon Min,Ranjay Krishna,Yulia Tsvetkov,Hannaneh Hajishirzi,Pang Wei Koh,Luke Zettlemoyer

arxiv（2025）

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Large-Scale Data Selection for Instruction Tuning

Hamish Ivison, Muru Zhang,Faeze Brahman,Pang Wei Koh,Pradeep Dasigi

CoRR (2025)

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Metabolically Purified Human Stem Cell-Derived Hepatocytes Reveal Distinct Effects of Ebola and Lassa Viruses

Joseph B Prescott,Kevin J Liu,Angelika Lander,Nicole Min Qian Pek,Sawan Kumar Jha,Marcel Bokelmann, Manali Begur,Pang Wei Koh,Henry Yang,Bing Lim,Kristy Red-Horse,Irving L Weissman,Kyle M Loh,Lay Teng Ang

bioRxiv the preprint server for biology (2025)

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OLMoE: Open Mixture-of-Experts Language Models

Niklas Muennighoff,Luca Soldaini,Dirk Groeneveld,Kyle Lo,Jacob Morrison,Sewon Min,Weijia Shi,Pete Walsh,Oyvind Tafjord,Nathan Lambert,Yuling Gu,Shane Arora,Akshita Bhagia,Dustin Schwenk,David Wadden,Alexander Wettig,Binyuan Hui,Tim Dettmers,Douwe Kiela,Ali Farhadi,Noah Smith,Pang Wei Koh,Amanpreet Singh,Hanna Hajishirzi

ICLR 2025（2025）

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OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens

Jiacheng Liu, Taylor Blanton,Yanai Elazar,Sewon Min, YenSung Chen, Arnavi Chheda-Kothary, Huy Tran, Byron Bischoff, Eric Marsh, Michael Schmitz, Cassidy Trier, Aaron Sarnat, Jenna James, Jon Borchardt,Bailey Kuehl, Evie Cheng, Karen Farley, Sruthi Sreeram, Taira Anderson, David Albright, Carissa Schoenick,Luca Soldaini,Dirk Groeneveld, Rock Yuren Pang,Pang Wei Koh,Noah A. Smith, Sophie Lebrecht,Yejin Choi,Hannaneh Hajishirzi,Ali Farhadi,Jesse Dodge

arxiv（2025）

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Author Statistics

#Papers: 95

#Citation: 18384

H-Index: 33

G-Index: 60

Sociability: 6

Diversity: 2

Activity: 121

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