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Interpretability

7318 directly classified papers

Papers per year

Papers

Towards an Annotation Scheme for Complex Laughter in Speech Corpora INTERSPEECH 2019
Blackbox Meets Blackbox: Representational Similarity & Stability Analysis of Neural Language Models and Brains ACL 2019
Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models ACL 2019
Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference AAAI 2019
Bayesian Inference of Linear Temporal Logic Specifications for Contrastive Explanations IJCAI 2019
Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering NAACL 2019
Building Human-Machine Trust via Interpretability AAAI 2019
On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models NAACL 2019
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications NAACL 2019
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining IJCNLP 2019
Accurate Layerwise Interpretable Competence Estimation NIPS 2019
Revisiting Visual Grounding NAACL 2019
Charge-Based Prison Term Prediction with Deep Gating Network IJCNLP 2019
Tweet Classification without the Tweet: An Empirical Examination of User versus Document Attributes NAACL 2019
Inferring missing metadata from environmental policy texts NAACL 2019
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages NAACL 2019
Modeling Document-level Causal Structures for Event Causal Relation Identification NAACL 2019
Something’s Brewing! Early Prediction of Controversy-causing Posts from Discussion Features NAACL 2019
Generalizing Unmasking for Short Texts NAACL 2019
Attention is not Explanation NAACL 2019
Why Can’t You Do That HAL? Explaining Unsolvability of Planning Tasks IJCAI 2019
Multi-Matching Network for Multiple Choice Reading Comprehension AAAI 2019
Granger-Causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks AAAI 2019
RecoNet: An Interpretable Neural Architecture for Recommender Systems IJCAI 2019
Revealing the Dark Secrets of BERT IJCNLP 2019