Who cites «Aligning Faithful Interpretations with their Social Attribution»
- ROSCOE: A Suite of Metrics for Scoring Step-by-Step ReasoningarXiv:2212.07919Olga Golovneva, Moya Chen, Spencer Poff, et al.2022 · 149 citationsLeakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?Findings of the Association for Computational LinguisticsPeter Hase, Shiyue Zhang, Harry Xie, et al.2020 · 120 citationsEvaluating Explanations: How Much Do Explanations from the Teacher Aid Students?Transactions of the Association for Computational Linguistics (TACL)Danish Pruthi, Rachit Bansal, Bhuwan Dhingra, et al.2022 · 107 citationsHuman Rationales as Attribution Priors for Explainable Stance DetectionConference on Empirical Methods in Natural Language Processing (EMNLP)Sahil Jayaram, Emily Allaway2021 · 30 citations
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLPJasmijn Bastings, Katja Filippova2020 · 219 citations
Measuring Association Between Labels and Free-Text RationalesConference on Empirical Methods in Natural Language Processing (EMNLP)Sarah Wiegreffe, Ana Marasović, Noah A. Smith2021 · 215 citations
The Unreliability of Explanations in Few-shot Prompting for Textual ReasoningConference on Neural Information Processing Systems (NeurIPS)Xi Ye, Greg Durrett2022 · 196 citations
Explaining NLP Models via Minimal Contrastive Editing (MiCE)Findings of the Association for Computational LinguisticsAlexis Ross, Ana Marasović, Matthew Peters2021 · 154 citations
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