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Wordcraft: a Human-AI Collaborative Editor for Story Writing


Jul 15, 2021
Andy Coenen, Luke Davis, Daphne Ippolito, Emily Reif, Ann Yuan

* First Workshop on Bridging Human-Computer Interaction and Natural Language Processing at EACL 2021 

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An Interpretability Illusion for BERT


Apr 14, 2021
Tolga Bolukbasi, Adam Pearce, Ann Yuan, Andy Coenen, Emily Reif, Fernanda Viégas, Martin Wattenberg


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The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models


Aug 12, 2020
Ian Tenney, James Wexler, Jasmijn Bastings, Tolga Bolukbasi, Andy Coenen, Sebastian Gehrmann, Ellen Jiang, Mahima Pushkarna, Carey Radebaugh, Emily Reif, Ann Yuan


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Visualizing and Measuring the Geometry of BERT


Jun 06, 2019
Andy Coenen, Emily Reif, Ann Yuan, Been Kim, Adam Pearce, Fernanda Viégas, Martin Wattenberg

* 8 pages, 5 figures 

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Do Neural Networks Show Gestalt Phenomena? An Exploration of the Law of Closure


Mar 21, 2019
Been Kim, Emily Reif, Martin Wattenberg, Samy Bengio


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Similar Image Search for Histopathology: SMILY


Feb 06, 2019
Narayan Hegde, Jason D. Hipp, Yun Liu, Michael E. Buck, Emily Reif, Daniel Smilkov, Michael Terry, Carrie J. Cai, Mahul B. Amin, Craig H. Mermel, Phil Q. Nelson, Lily H. Peng, Greg S. Corrado, Martin C. Stumpe

* 23 Pages with 6 figures and 3 tables. The file also has 6 pages of supplemental material. Improved figure resolution, edited metadata 

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Embedding Projector: Interactive Visualization and Interpretation of Embeddings


Nov 16, 2016
Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg

* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems 

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