rationale extraction

Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction AAAI 2022 UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ACL 2022 UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ICML 2022 Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction ACL 2022 Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction ACL 2021 An Investigation of Language Model Interpretability via Sentence Editing EMNLP 2021 Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021 LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021 Making a (Counterfactual) Difference One Rationale at a Time NeurIPS 2021 Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases NAACL 2021 Rationales for Sequential Predictions EMNLP 2021 SemEval-2021 Task 5: Toxic Spans Detection SemEval 2021 Structurizing Misinformation Stories via Rationalizing Fact-Checks ACL 2021 A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support EMNLP 2020 An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction EMNLP 2020 ERASER: A Benchmark to Evaluate Rationalized NLP Models ACL 2020 Learning to Faithfully Rationalize by Construction ACL 2020 RANCC: Rationalizing Neural Networks via Concept Clustering COLING 2020 Rationalizing Medical Relation Prediction from Corpus-level Statistics ACL 2020 Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020 Interpretable Neural Predictions with Differentiable Binary Variables ACL 2019 Integrating Stance Detection and Fact Checking in a Unified Corpus NAACL 2018 Interpretable Rationale Augmented Charge Prediction System COLING 2018 Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences COLING 2018