explanation generation

188 papers

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Co-occurring keywords

large language model (12755) natural language inference (1278) question answering (2904) text classification (6776) language model (4573) text generation (2903) explainable ai (478) natural language explanation (80) model interpretability (510) commonsense reasoning (502)

Papers

Effect Graph: Effect Relation Extraction for Explanation Generation ACL 2023

Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture EMNLP 2023

A Hierarchical Explanation Generation Method Based on Feature Interaction Detection ACL 2023

Ecologically Valid Explanations for Label Variation in NLI EMNLP 2023

Variational Causal Inference Network for Explanatory Visual Question Answering ICCV 2023

Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models EMNLP 2023

Viettel-AI at SemEval-2023 Task 6: Legal Document Understanding with Longformer for Court Judgment Prediction with Explanation ACL 2023

Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization NIPS 2023

You’ve Got a Friend in ... a Language Model? A Comparison of Explanations of Multiple-Choice Items of Reading Comprehension between ChatGPT and Humans ACL 2023

Explaining Random Forests Using Bipolar Argumentation and Markov Networks AAAI 2023

Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023

Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models EMNLP 2023

ClozEx: A Task toward Generation of English Cloze Explanation EMNLP 2023

Evaluating GPT-3 Generated Explanations for Hateful Content Moderation IJCAI 2023

REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization CONLL 2023

REFER: An End-to-end Rationale Extraction Framework for Explanation Regularization EMNLP 2023

HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning EMNLP 2023

Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ACL 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

From Wrong To Right: A Recursive Approach Towards Vision-Language Explanation EMNLP 2023

Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023

InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations EMNLP 2023

Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering EACL 2023

Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods ACL 2023