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The Explanation Game: Towards Prediction Explainability through Sparse
  Communication
v1v2 (latest)

The Explanation Game: Towards Prediction Explainability through Sparse Communication

28 April 2020
Marcos Vinícius Treviso
André F. T. Martins
    FAtt
ArXiv (abs)PDFHTML

Papers citing "The Explanation Game: Towards Prediction Explainability through Sparse Communication"

3 / 3 papers shown
Explain, Edit, and Understand: Rethinking User Study Design for
  Evaluating Model Explanations
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model ExplanationsAAAI Conference on Artificial Intelligence (AAAI), 2021
Siddhant Arora
Danish Pruthi
Norman M. Sadeh
William W. Cohen
Zachary Chase Lipton
Graham Neubig
FAtt
253
45
0
17 Dec 2021
Evaluating Explanations: How much do explanations from the teacher aid
  students?
Evaluating Explanations: How much do explanations from the teacher aid students?Transactions of the Association for Computational Linguistics (TACL), 2020
Danish Pruthi
Rachit Bansal
Bhuwan Dhingra
Livio Baldini Soares
Michael Collins
Zachary Chase Lipton
Graham Neubig
William W. Cohen
FAttXAI
418
120
0
01 Dec 2020
Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial
  Explanations of Their Behavior in Natural Language?
Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?Findings (Findings), 2020
Peter Hase
Shiyue Zhang
Harry Xie
Joey Tianyi Zhou
339
114
0
08 Oct 2020
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