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rationale generation

57 papers

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large language model (28) question answering (12) knowledge distillation (10) language model (8) multimodal learning (6) text classification (6) few-shot learning (5) chain-of-thought reasoning (4) in-context learning (4) natural language inference (4)

Papers

Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022 STaR: Bootstrapping Reasoning With Reasoning NeurIPS 2022 Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022 FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation EMNLP 2021 Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision AAAI 2021 From Recognition to Cognition: Visual Commonsense Reasoning CVPR 2019 Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017