conftrace_

local explanation

42 papers

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Co-occurring keywords

model interpretability (519) feature attribution (280) explainable ai (480) model explanation (155) black-box model (90) global explanation (12) decision tree (322) surrogate model (181) counterfactual explanation (139) neural network (6616)

Papers

Local explanations via necessity and sufficiency: unifying theory and practice UAI 2021
Provably efficient, succinct, and precise explanations NIPS 2021
An Analysis of LIME for Text Data AISTATS 2021
Alibi Explain: Algorithms for Explaining Machine Learning Models JMLR 2021
Local Explanation of Dialogue Response Generation NIPS 2021
On Guaranteed Optimal Robust Explanations for NLP Models IJCAI 2021
On Locality of Local Explanation Models NIPS 2021
Learning Groupwise Explanations for Black-Box Models IJCAI 2021
Learning Global Transparent Models consistent with Local Contrastive Explanations NIPS 2020
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models EMNLP 2020
Model Agnostic Multilevel Explanations NIPS 2020
Meaningful Explanations of Black Box AI Decision Systems AAAI 2019
Building Human-Machine Trust via Interpretability AAAI 2019
What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019
How much should you ask? On the question structure in QA systems. EMNLP 2018
Model Agnostic Supervised Local Explanations NIPS 2018
Comparing Automatic and Human Evaluation of Local Explanations for Text Classification NAACL 2018