On the Accuracy of Influence Functions for Measuring Group Effects
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Journal Article
WILDS: A Benchmark of in-the-Wild Distribution Shifts
Pang Wei Koh, Sagawa, Shiori, Marklund, Henrik, Xie, Sang Michael, Zhang, Marvin, Balsubramani, Akshay, Hu, Weihua, Yasunaga, Michihiro, Richard Lanas Phillips, Gao, Irena, Lee, Tony, Etienne, David, Stavness, Ian, Guo, Wei, Earnshaw, Berton A, Haque, Imran S, Beery, Sara, Leskovec, Jure, Kundaje, Anshul, Pierson, Emma, Levine, Sergey, Finn, Chelsea, Liang, Percy
Published in arXiv.org (16.07.2021)
Published in arXiv.org (16.07.2021)
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Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
Brundage, Miles, Shahar Avin, Wang, Jasmine, Belfield, Haydn, Krueger, Gretchen, Hadfield, Gillian, Khlaaf, Heidy, Yang, Jingying, Toner, Helen, Fong, Ruth, Maharaj, Tegan, Pang Wei Koh, Hooker, Sara, Leung, Jade, Trask, Andrew, Bluemke, Emma, Lebensold, Jonathan, O'Keefe, Cullen, Koren, Mark, Ryffel, Théo, Rubinovitz, J B, Besiroglu, Tamay, Carugati, Federica, Clark, Jack, Eckersley, Peter, de Haas, Sarah, Johnson, Maritza, Laurie, Ben, Ingerman, Alex, Krawczuk, Igor, Askell, Amanda, Cammarota, Rosario, Lohn, Andrew, Krueger, David, Stix, Charlotte, Henderson, Peter, Logan, Graham, Prunkl, Carina, Martin, Bianca, Seger, Elizabeth, Zilberman, Noa, Seán Ó hÉigeartaigh, Kroeger, Frens, Sastry, Girish, Kagan, Rebecca, Weller, Adrian, Tse, Brian, Barnes, Elizabeth, Dafoe, Allan, Scharre, Paul, Herbert-Voss, Ariel, Rasser, Martijn, Sodhani, Shagun, Flynn, Carrick, Thomas Krendl Gilbert, Dyer, Lisa, Khan, Saif, Bengio, Yoshua, Anderljung, Markus
Published in arXiv.org (20.04.2020)
Published in arXiv.org (20.04.2020)
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Dissecting an Online Intervention for Cancer Survivors: Four Exploratory Analyses of Internet Engagement and Its Effects on Health Status and Health Behaviors
Chen, Zhenghao, Koh, Pang Wei, Ritter, Philip L., Lorig, Kate, Bantum, Erin O'Carroll, Saria, Suchi
Published in Health education & behavior (01.02.2015)
Published in Health education & behavior (01.02.2015)
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Journal Article
An atlas of transcriptional, chromatin accessibility, and surface marker changes in human mesoderm development
Koh, Pang Wei, Sinha, Rahul, Barkal, Amira A, Morganti, Rachel M, Chen, Angela, Weissman, Irving L, Ang, Lay Teng, Kundaje, Anshul, Loh, Kyle M
Published in Scientific data (20.12.2016)
Published in Scientific data (20.12.2016)
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Journal Article
JPEG-LM: LLMs as Image Generators with Canonical Codec Representations
Han, Xiaochuang, Ghazvininejad, Marjan, Koh, Pang Wei, Tsvetkov, Yulia
Year of Publication 15.08.2024
Year of Publication 15.08.2024
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Journal Article
Beyond the Stethoscope: Operationalizing Interactive Clinical Reasoning in Large Language Models via Proactive Information Seeking
Stella Li, Shuyue, Balachandran, Vidhisha, Feng, Shangbin, Pierson, Emma, Koh, Pang Wei, Tsvetkov, Yulia
Published in 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI) (03.06.2024)
Published in 2024 IEEE 12th International Conference on Healthcare Informatics (ICHI) (03.06.2024)
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Conference Proceeding
Information-Theoretic Distillation for Reference-less Summarization
Jung, Jaehun, Lu, Ximing, Jiang, Liwei, Brahman, Faeze, West, Peter, Koh, Pang Wei, Choi, Yejin
Year of Publication 20.03.2024
Year of Publication 20.03.2024
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Journal Article
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
Chen, Tong, Asai, Akari, Mireshghallah, Niloofar, Min, Sewon, Grimmelmann, James, Choi, Yejin, Hajishirzi, Hannaneh, Zettlemoyer, Luke, Koh, Pang Wei
Year of Publication 09.07.2024
Year of Publication 09.07.2024
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Journal Article
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
Geng, Scott, Hsieh, Cheng-Yu, Ramanujan, Vivek, Wallingford, Matthew, Li, Chun-Liang, Koh, Pang Wei, Krishna, Ranjay
Year of Publication 07.06.2024
Year of Publication 07.06.2024
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Journal Article
Multilingual Diversity Improves Vision-Language Representations
Nguyen, Thao, Wallingford, Matthew, Santy, Sebastin, Ma, Wei-Chiu, Oh, Sewoong, Schmidt, Ludwig, Koh, Pang Wei, Krishna, Ranjay
Year of Publication 27.05.2024
Year of Publication 27.05.2024
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Journal Article
JPEG-LM: LLMs as Image Generators with Canonical Codec Representations
Han, Xiaochuang, Ghazvininejad, Marjan, Pang Wei Koh, Tsvetkov, Yulia
Published in arXiv.org (21.08.2024)
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Published in arXiv.org (21.08.2024)
Paper
OLMoE: Open Mixture-of-Experts Language Models
Muennighoff, Niklas, Soldaini, Luca, Groeneveld, Dirk, Lo, Kyle, Morrison, Jacob, Min, Sewon, Shi, Weijia, Walsh, Pete, Tafjord, Oyvind, Lambert, Nathan, Gu, Yuling, Arora, Shane, Bhagia, Akshita, Schwenk, Dustin, Wadden, David, Wettig, Alexander, Hui, Binyuan, Dettmers, Tim, Kiela, Douwe, Farhadi, Ali, Smith, Noah A, Koh, Pang Wei, Singh, Amanpreet, Hajishirzi, Hannaneh
Year of Publication 03.09.2024
Year of Publication 03.09.2024
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Journal Article
Inferring Multidimensional Rates of Aging from Cross-Sectional Data
Pierson, Emma, Koh, Pang Wei, Hashimoto, Tatsunori, Koller, Daphne, Leskovec, Jure, Eriksson, Nicholas, Liang, Percy
Published in Proceedings of machine learning research (01.04.2019)
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Published in Proceedings of machine learning research (01.04.2019)
Journal Article
Information-Theoretic Distillation for Reference-less Summarization
Jung, Jaehun, Lu, Ximing, Jiang, Liwei, Brahman, Faeze, West, Peter, Pang Wei Koh, Choi, Yejin
Published in arXiv.org (19.08.2024)
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Published in arXiv.org (19.08.2024)
Paper
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
Chen, Tong, Asai, Akari, Mireshghallah, Niloofar, Min, Sewon, Grimmelmann, James, Choi, Yejin, Hannaneh Hajishirzi, Zettlemoyer, Luke, Pang Wei Koh
Published in arXiv.org (09.07.2024)
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Published in arXiv.org (09.07.2024)
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