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explanation generation

186 papers

Papers

Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024 What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception NAACL 2024 Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 2023 A Hierarchical Explanation Generation Method Based on Feature Interaction Detection ACL 2023 Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023 Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization NeurIPS 2023 ClozEx: A Task toward Generation of English Cloze Explanation EMNLP 2023 Disentangled CVAEs with Contrastive Learning for Explainable Recommendation AAAI 2023 Ecologically Valid Explanations for Label Variation in NLI EMNLP 2023 Effect Graph: Effect Relation Extraction for Explanation Generation ACL 2023 Evaluating GPT-3 Generated Explanations for Hateful Content Moderation IJCAI 2023 Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models EMNLP 2023 Explaining Random Forests Using Bipolar Argumentation and Markov Networks AAAI 2023 Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023 Explanation Regeneration via Information Bottleneck ACL 2023 From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation EMNLP 2023 HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning EMNLP 2023 InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations EMNLP 2023 LLM4Vis: Explainable Visualization Recommendation using ChatGPT EMNLP 2023 nclu_team at SemEval-2023 Task 6: Attention-based Approaches for Large Court Judgement Prediction with Explanation SemEval 2023 Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023 REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization CoNLL 2023 Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models EMNLP 2023 Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods ACL 2023 Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering EACL 2023