Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
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


  Access Paper or Ask Questions

The Bach Doodle: Approachable music composition with machine learning at scale

Jul 14, 2019
Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft

* Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2019 

  Access Paper or Ask Questions

The What-If Tool: Interactive Probing of Machine Learning Models

Jul 09, 2019
James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda Viegas, Jimbo Wilson

* 10 pages, 6 figures, 2 tables. To be presented at IEEE VAST 2019 

  Access Paper or Ask Questions

Automating Interpretability: Discovering and Testing Visual Concepts Learned by Neural Networks

Feb 07, 2019
Amirata Ghorbani, James Wexler, Been Kim


  Access Paper or Ask Questions

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)

Jun 07, 2018
Been Kim, Martin Wattenberg, Justin Gilmer, Carrie Cai, James Wexler, Fernanda Viegas, Rory Sayres


  Access Paper or Ask Questions

Scalable and accurate deep learning for electronic health records

May 11, 2018
Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Peter J. Liu, Xiaobing Liu, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Gavin E. Duggan, Gerardo Flores, Michaela Hardt, Jamie Irvine, Quoc Le, Kurt Litsch, Jake Marcus, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael Howell, Claire Cui, Greg Corrado, Jeff Dean

* npj Digital Medicine 1:18 (2018) 
* Published version from https://www.nature.com/articles/s41746-018-0029-1 

  Access Paper or Ask Questions