rationale generation

Improving Language Model Reasoning with Self-motivated Learning COLING 2024 Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024 Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering COLING 2024 Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations ACL 2024 Okay, Let’s Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation NAACL 2024 Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training EMNLP 2024 Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024 Tailoring Self-Rationalizers with Multi-Reward Distillation ICLR 2024 Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach NeurIPS 2024 XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024 Distilling ChatGPT for Explainable Automated Student Answer Assessment EMNLP 2023 Doubly Right Object Recognition: A Why Prompt for Visual Rationales CVPR 2023 Few Shot Rationale Generation using Self-Training with Dual Teachers ACL 2023 Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI ACL 2023 Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks NeurIPS 2023 Large Language Models Are Reasoning Teachers ACL 2023 Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making EMNLP 2023 PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales ICLR 2023 Post Hoc Explanations of Language Models Can Improve Language Models NeurIPS 2023 QASA: Advanced Question Answering on Scientific Articles ICML 2023 Reasoning Circuits: Few-shot Multi-hop Question Generation with Structured Rationales ACL 2023 WikiWhy: Answering and Explaining Cause-and-Effect Questions ICLR 2023 ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023 Can Rationalization Improve Robustness? NAACL 2022 Human Ratings Do Not Reflect Downstream Utility: A Study of Free-Text Explanations for Model Predictions EMNLP 2022