Interpretability

Mediators in Determining what Processing BERT Performs First NAACL 2021 MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021 Membership Inference Attacks Are Easier on Difficult Problems ICCV 2021 Mental Actions and Explainability in Kripkean Semantics: What Else do I Know? (Student Abstract) AAAI 2021 Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract) IJCAI 2021 Meta Module Network for Compositional Visual Reasoning WACV 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Model Distillation for Revenue Optimization: Interpretable Personalized Pricing ICML 2021 Modeling Disclosive Transparency in NLP Application Descriptions EMNLP 2021 Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar NAACL 2021 Modeling Semantics and Pragmatics of Spatial Prepositions via Hierarchical Common-Sense Primitives ACL 2021 Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability EMNLP 2021 Molecule Optimization by Explainable Evolution ICLR 2021 Moment Multicalibration for Uncertainty Estimation COLT 2021 Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences EMNLP 2021 More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021 Morph Call: Probing Morphosyntactic Content of Multilingual Transformers NAACL 2021 Multi-Dimensional Explanation of Target Variables from Documents AAAI 2021 Multidimensional Uncertainty-Aware Evidential Neural Networks AAAI 2021 Multimodal Virtual Point 3D Detection NeurIPS 2021 MultiOpEd: A Corpus of Multi-Perspective News Editorials NAACL 2021 Multi-perspective Coherent Reasoning for Helpfulness Prediction of Multimodal Reviews ACL 2021 multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning NAACL 2021 NBDT: Neural-Backed Decision Tree ICLR 2021 Nearly-Tight and Oblivious Algorithms for Explainable Clustering NeurIPS 2021