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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

The Solvability of Interpretability Evaluation Metrics


May 18, 2022
Yilun Zhou, Julie Shah

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

ExSum: From Local Explanations to Model Understanding


Apr 30, 2022
Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

Add code

* NAACL 2022. The project website is at https://yilunzhou.github.io/exsum/ 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

The Irrationality of Neural Rationale Models


Oct 14, 2021
Yiming Zheng, Serena Booth, Julie Shah, Yilun Zhou

Add code

* 10 pages (7 pages of main text), 2 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Do Feature Attribution Methods Correctly Attribute Features?


Apr 27, 2021
Yilun Zhou, Serena Booth, Marco Tulio Ribeiro, Julie Shah

Add code

* 21 pages, 20 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

State-Visitation Fairness in Average-Reward MDPs


Mar 02, 2021
Ganesh Ghalme, Vineet Nair, Vishakha Patil, Yilun Zhou

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms


Dec 29, 2020
Yilun Zhou, Adi Renduchintala, Xian Li, Sida Wang, Yashar Mehdad, Asish Ghoshal

Add code

* 17 pages, 17 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

RoCUS: Robot Controller Understanding via Sampling


Dec 25, 2020
Yilun Zhou, Serena Booth, Nadia Figueroa, Julie Shah

Add code

* 13 pages (including 6 pages of supplementary materials), 14 figures (including 7 supplementary figures) 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Bayes-Probe: Distribution-Guided Sampling for Prediction Level Sets


Feb 19, 2020
Serena Booth, Yilun Zhou, Ankit Shah, Julie Shah

Add code

* Significantly expanded version of arXiv:2001.03076, with new problem formulation and experiments 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Adversarially Guided Self-Play for Adopting Social Conventions


Jan 16, 2020
Mycal Tucker, Yilun Zhou, Julie Shah

Add code

* 9 pages, 8 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>