Interpretability

Minimally-Supervised Relation Induction from Pre-trained Language Model NAACL 2022 Mitigating Bias in Calibration Error Estimation AISTATS 2022 Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training ACL 2022 Mitra Behzadi at SemEval-2022 Task 5 : Multimedia Automatic Misogyny Identification method based on CLIP SemEval 2022 MM-Claims: A Dataset for Multimodal Claim Detection in Social Media NAACL 2022 Model-agnostic out-of-distribution detection using combined statistical tests AISTATS 2022 Model-Based Diagnosis of Multi-Agent Systems: A Survey AAAI 2022 Model Criticism for Long-Form Text Generation EMNLP 2022 Model Distillation for Faithful Explanations of Medical Code Predictions ACL 2022 Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers AAAI 2022 Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets IJCAI 2022 Monotone Abstractions in Ontology-Based Data Management AAAI 2022 Monte Carlo Tree Search for Interpreting Stress in Natural Language ACL 2022 Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study ACL 2022 MPII: Multi-Level Mutual Promotion for Inference and Interpretation ACL 2022 Multilingual CheckList: Generation and Evaluation AACL 2022 MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022 MurTree: Optimal Decision Trees via Dynamic Programming and Search JMLR 2022 Mutual Information Alleviates Hallucinations in Abstractive Summarization EMNLP 2022 “My nose is running.” “Are you also coughing?”: Building A Medical Diagnosis Agent with Interpretable Inquiry Logics IJCAI 2022 Natural image synthesis for the retina with variational information bottleneck representation NeurIPS 2022 Natural Posterior Network: Deep Bayesian Predictive Uncertainty for Exponential Family Distributions ICLR 2022 Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection NAACL 2022 Negation, Coordination, and Quantifiers in Contextualized Language Models COLING 2022 NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection SemEval 2022