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explanation generation

188 papers

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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

Trading Complexity for Sparsity in Random Forest Explanations AAAI 2022
Explainable Shapley-Based Allocation (Student Abstract) AAAI 2022
Explainable Assessment of Healthcare Articles with QA ACL 2022
A Report on the FigLang 2022 Shared Task on Understanding Figurative Language EMNLP 2022
ExPUNations: Augmenting Puns with Keywords and Explanations EMNLP 2022
Few-Shot Self-Rationalization with Natural Language Prompts NAACL 2022
Explanation in Constraint Satisfaction: A Survey IJCAI 2021
Interacting with Explanations through Critiquing IJCAI 2021
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering IJCNLP 2021
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering ACL 2021
ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation IJCNLP 2021
ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation ACL 2021
ESRA: Explainable Scientific Research Assistant ACL 2021
Generating High-Quality Explanations for Navigation in Partially-Revealed Environments NIPS 2021
Chandler: An Explainable Sarcastic Response Generator EMNLP 2021
Explaining Answers with Entailment Trees EMNLP 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021
Efficiently Explaining CSPs with Unsatisfiable Subset Optimization IJCAI 2021
LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021
Explanations for CommonsenseQA: New Dataset and Models IJCNLP 2021
TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL 2021
Interpretability Rules: Jointly Bootstrapping a Neural Relation Extractorwith an Explanation Decoder NAACL 2021
Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021
Explanations for CommonsenseQA: New Dataset and Models ACL 2021
SPECTRA: Sparse Structured Text Rationalization EMNLP 2021