On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness,
and Semantic Evaluation

On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation

9 June 2021

Wei Zhang

Fan Zhang

Papers citing "On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation"

6 / 6 papers shown

Title
Improved Target-specific Stance Detection on Social Media Platforms by Delving into Conversation Threads Yupeng Li Haorui He Shaonan Wang F. Lau Yunya Song 31 15 0 06 Nov 2022
Influence Functions for Sequence Tagging Models Sarthak Jain Varun Manjunatha Byron C. Wallace A. Nenkova TDI 35 8 0 25 Oct 2022
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees Jonathan Brophy Zayd Hammoudeh Daniel Lowd TDI 27 22 0 30 Apr 2022
Diagnosing AI Explanation Methods with Folk Concepts of Behavior Alon Jacovi Jasmijn Bastings Sebastian Gehrmann Yoav Goldberg Katja Filippova 36 15 0 27 Jan 2022
Flexible Instance-Specific Rationalization of NLP Models G. Chrysostomou Nikolaos Aletras 31 14 0 16 Apr 2021
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 263 622 0 04 Dec 2018