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explainable nlp

9 papers

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Co-occurring keywords · papers mentioning both

rationale evaluation (2) free-text rationale (2) human explanation (2) natural language explanation (2) explainable ai (2) text classification (2) conditional v information (1) decompositional probe (1) decompositional probing (1) conditional information (1)

Papers

MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi EMNLP 2025 RORA: Robust Free-Text Rationale Evaluation ACL 2024 Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023 REV: Information-Theoretic Evaluation of Free-Text Rationales ACL 2023 Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations EMNLP 2022 Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes EMNLP 2022 The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results EMNLP 2021 Explaining Sentiment Classification Interspeech 2019 Towards Explainable NLP: A Generative Explanation Framework for Text Classification ACL 2019