Interpretability

Interpretable Models for Understanding Immersive Simulations IJCAI 2020 Interpretable Multi-dataset Evaluation for Named Entity Recognition EMNLP 2020 Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths COLING 2020 Interpretable Multimodal Learning for Intelligent Regulation in Online Payment Systems IJCAI 2020 Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech NeurIPS 2020 Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions ICML 2020 Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder ACL 2020 Interpretation of NLP models through input marginalization EMNLP 2020 Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge ICML 2020 Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension CoNLL 2020 Interpreting Multimodal Machine Learning Models Trained for Emotion Recognition to Address Robustness and Privacy Concerns AAAI 2020 Interpreting Neural CWI Classifiers’ Weights as Vocabulary Size ACL 2020 Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL 2020 Interpreting Robust Optimization via Adversarial Influence Functions ICML 2020 Interpreting the Latent Space of GANs for Semantic Face Editing CVPR 2020 Interpreting Twitter User Geolocation ACL 2020 Intra Order-preserving Functions for Calibration of Multi-Class Neural Networks NeurIPS 2020 Intrinsic Probing through Dimension Selection EMNLP 2020 Invariant Rationalization ICML 2020 Investigating Gender Bias in Language Models Using Causal Mediation Analysis NeurIPS 2020 Iterative and Adaptive Sampling with Spatial Attention for Black-Box Model Explanations WACV 2020 Iterative Edit-Based Unsupervised Sentence Simplification ACL 2020 Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction AAAI 2020 Jacobian Adversarially Regularized Networks for Robustness ICLR 2020 Joint Modelling of Emotion and Abusive Language Detection ACL 2020