Application Areas

Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models NAACL 2019 Towards Debiasing Fact Verification Models EMNLP 2019 Towards Discriminative Representations and Unbiased Predictions: Class-Specific Angular Softmax for Speech Emotion Recognition Interspeech 2019 Towards Effective Rebuttal: Listening Comprehension Using Corpus-Wide Claim Mining ACL 2019 Towards Efficient Data Valuation Based on the Shapley Value AISTATS 2019 Towards Hardware-Aware Tractable Learning of Probabilistic Models NeurIPS 2019 Towards Improving Neural Named Entity Recognition with Gazetteers ACL 2019 Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set EMNLP 2019 Towards Reliable Learning for High Stakes Applications AAAI 2019 Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1 ACL 2019 Towards Understanding Knowledge Distillation ICML 2019 Towards Understanding Regularization in Batch Normalization ICLR 2019 Towards Universal Object Detection by Domain Attention CVPR 2019 Towards Visual Feature Translation CVPR 2019 Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization ICML 2019 Traffic Updates: Saying a Lot While Revealing a Little AAAI 2019 Training CNNs with Selective Allocation of Channels ICML 2019 Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019 Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019 Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students AAAI 2019 Training Neural Response Selection for Task-Oriented Dialogue Systems ACL 2019 Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation EMNLP 2019 Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints ICML 2019 TransConv: Relationship Embedding in Social Networks AAAI 2019 Transductive Zero-Shot Learning via Visual Center Adaptation AAAI 2019