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Mandoline: Model Evaluation under Distribution Shift

Jul 01, 2021
Mayee Chen, Karan Goel, Nimit Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré

* 32 pages. Published as a conference paper at ICML 2021 

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SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization

Apr 15, 2021
Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Fatema Rajani

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Robustness Gym: Unifying the NLP Evaluation Landscape

Jan 13, 2021
Karan Goel, Nazneen Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré

* 34 pages, 8 figures, 6 tables 

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Model Patching: Closing the Subgroup Performance Gap with Data Augmentation

Aug 15, 2020
Karan Goel, Albert Gu, Yixuan Li, Christopher Ré

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PLOTS: Procedure Learning from Observations using Subtask Structure

Apr 17, 2019
Tong Mu, Karan Goel, Emma Brunskill

* To appear in the proceedings of AAMAS 2019 

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Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing

Aug 15, 2017
Karan Goel, Shreya Rajpal, Mausam

* 10 pages, to appear in HCOMP 2017 

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Sample Efficient Policy Search for Optimal Stopping Domains

May 24, 2017
Karan Goel, Christoph Dann, Emma Brunskill

* To appear in IJCAI-2017 

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