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explanation generation

186 papers

Papers

TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL 2021 Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering ACL 2021 AI Trust in Business Processes: The Need for Process-Aware Explanations AAAI 2020 Attention-Guide Walk Model in Heterogeneous Information Network for Multi-Style Recommendation Explanation AAAI 2020 Contextual Explanation Networks JMLR 2020 Explainable Agency in Reinforcement Learning Agents AAAI 2020 Explainable Automated Fact-Checking for Public Health Claims EMNLP 2020 Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL 2020 Generating Fact Checking Explanations ACL 2020 Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? EMNLP 2020 Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations ACL 2020 PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods COLING 2020 QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph EMNLP 2020 Robust Explanations for Visual Question Answering WACV 2020 SemEval-2020 Task 4: Commonsense Validation and Explanation SemEval 2020 The Explanation Game: Towards Prediction Explainability through Sparse Communication EMNLP 2020 Towards Explainable Conversational Recommendation IJCAI 2020 Towards Interpretable Natural Language Understanding with Explanations as Latent Variables NeurIPS 2020 Abduction-Based Explanations for Machine Learning Models AAAI 2019 Argumentation for Explainable Scheduling AAAI 2019 ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking EMNLP 2019 Balancing Explicability and Explanations in Human-Aware Planning IJCAI 2019 Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation ACL 2019 Explainable Recommendation through Attentive Multi-View Learning AAAI 2019 Explain Yourself! Leveraging Language Models for Commonsense Reasoning ACL 2019