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Parsel: A Unified Natural Language Framework for Algorithmic Reasoning


Dec 20, 2022
Eric Zelikman, Qian Huang, Gabriel Poesia, Noah D. Goodman, Nick Haber

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Holistic Evaluation of Language Models


Nov 16, 2022
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel Orr, Lucia Zheng, Mert Yuksekgonul, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda

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* Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Project page: https://crfm.stanford.edu/helm/v1.0 

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Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics


May 21, 2022
Elisa Kreiss, Cynthia Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts

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STaR: Bootstrapping Reasoning With Reasoning


Mar 28, 2022
Eric Zelikman, Yuhuai Wu, Noah D. Goodman

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Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models


Oct 14, 2020
Eric Zelikman, Sharon Zhou, Jeremy Irvin, Cooper Raterink, Hao Sheng, Anand Avati, Jack Kelly, Ram Rajagopal, Andrew Y. Ng, David Gagne

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CRUDE: Calibrating Regression Uncertainty Distributions Empirically


Jun 23, 2020
Eric Zelikman, Christopher Healy, Sharon Zhou, Anand Avati

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Improving Regression Uncertainty Estimates with an Empirical Prior


Jun 06, 2020
Eric Zelikman, Christopher Healy, Sharon Zhou, Anand Avati

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Evaluating the Disentanglement of Deep Generative Models through Manifold Topology


Jun 05, 2020
Sharon Zhou, Eric Zelikman, Fred Lu, Andrew Y. Ng, Stefano Ermon

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