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The Case for a Single Model that can Both Generate Continuations and Fill in the Blank


Jun 09, 2022
Daphne Ippolito, Liam Dugan, Emily Reif, Ann Yuan, Andy Coenen, Chris Callison-Burch

* NAACL 2022 Findings 

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SynthBio: A Case Study in Human-AI Collaborative Curation of Text Datasets


Nov 11, 2021
Ann Yuan, Daphne Ippolito, Vitaly Nikolaev, Chris Callison-Burch, Andy Coenen, Sebastian Gehrmann

* 10 pages, 2 figures, accepted to NeurIPS 2021 Datasets and Benchmarks Track 

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A Recipe For Arbitrary Text Style Transfer with Large Language Models


Sep 16, 2021
Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei


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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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TensorFlow.js: Machine Learning for the Web and Beyond


Jan 16, 2019
Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viegas, Martin Wattenberg

* 10 pages 

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