Search Results for author: Emily Reif

Found 9 papers, 3 papers with code

Wordcraft: a Human-AI Collaborative Editor for Story Writing

no code implementations15 Jul 2021 Andy Coenen, Luke Davis, Daphne Ippolito, Emily Reif, Ann Yuan

As neural language models grow in effectiveness, they are increasingly being applied in real-world settings.

Few-Shot Learning

An Interpretability Illusion for BERT

no code implementations14 Apr 2021 Tolga Bolukbasi, Adam Pearce, Ann Yuan, Andy Coenen, Emily Reif, Fernanda Viégas, Martin Wattenberg

We describe an "interpretability illusion" that arises when analyzing the BERT model.

Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure

1 code implementation4 Mar 2019 Been Kim, Emily Reif, Martin Wattenberg, Samy Bengio, Michael C. Mozer

The Gestalt laws of perceptual organization, which describe how visual elements in an image are grouped and interpreted, have traditionally been thought of as innate despite their ecological validity.

Image Classification

Similar Image Search for Histopathology: SMILY

no code implementations30 Jan 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

SMILY may be a useful general-purpose tool in the pathologist's arsenal, to improve the efficiency of searching large archives of histopathology images, without the need to develop and implement specific tools for each application.

Image Retrieval

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