Interpretability

Adaptively Sparse Transformers EMNLP 2019 A Dual Approach to Verify and Train Deep Networks IJCAI 2019 Adversarial Attacks Beyond the Image Space CVPR 2019 Adversarial Defense Through Network Profiling Based Path Extraction CVPR 2019 A Framework for Annotating ‘Related Works’ to Support Feedback to Novice Writers ACL 2019 A Game Theoretic Approach to Class-wise Selective Rationalization NeurIPS 2019 A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees IJCAI 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models EMNLP 2019 All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously JMLR 2019 A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019 Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal Anchoring CoNLL 2019 A Multiscale Visualization of Attention in the Transformer Model ACL 2019 Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment CoNLL 2019 Analysing Representations of Memory Impairment in a Clinical Notes Classification Model ACL 2019 Analyzing Compositionality-Sensitivity of NLI Models AAAI 2019 Analyzing the Structure of Attention in a Transformer Language Model ACL 2019 An Analysis of Attention over Clinical Notes for Predictive Tasks NAACL 2019 An Analysis of Source-Side Grammatical Errors in NMT ACL 2019 An Attention-Based Hybrid Network for Automatic Detection of Alzheimer’s Disease from Narrative Speech Interspeech 2019 An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019 An End-To-End Network for Generating Social Relationship Graphs CVPR 2019 A Neurobiological Evaluation Metric for Neural Network Model Search CVPR 2019 Annotating and Analyzing Semantic Role of Elementary Units and Relations in Online Persuasive Arguments ACL 2019 Annotation of Rhetorical Moves in Biochemistry Articles ACL 2019