Interpretability

Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI EMNLP 2022 Cross-lingual Short-text Entity Linking: Generating Features for Neuro-Symbolic Methods EMNLP 2022 Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022 Cross-Modal Perceptionist: Can Face Geometry Be Gleaned From Voices? CVPR 2022 Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding NAACL 2022 Cycle-Consistent Counterfactuals by Latent Transformations CVPR 2022 D2GCLF: Document-to-Graph Classifier for Legal Document Classification NAACL 2022 DALE: Differential Accumulated Local Effects for efficient and accurate global explanations ACML 2022 DARE: Disentanglement-Augmented Rationale Extraction NeurIPS 2022 DartmouthCS at SemEval-2022 Task 8: Predicting Multilingual News Article Similarity with Meta-Information and Translation SemEval 2022 Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022 DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ACL 2022 De-Bias for Generative Extraction in Unified NER Task ACL 2022 Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022 Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022 Debiasing Pretrained Text Encoders by Paying Attention to Paying Attention EMNLP 2022 Debugging the OmniTable Way OSDI 2022 Decision Trees with Short Explainable Rules NeurIPS 2022 Decomposing Natural Logic Inferences for Neural NLI EMNLP 2022 Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts EMNLP 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications NAACL 2022 Deconstructing the Inductive Biases of Hamiltonian Neural Networks ICLR 2022 DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models NAACL 2022 DeepFake Disrupter: The Detector of DeepFake Is My Friend CVPR 2022