Deep Learning

Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction EMNLP 2020 Tagged Back-translation Revisited: Why Does It Really Work? ACL 2020 TaxiNLI: Taking a Ride up the NLU Hill CoNLL 2020 Text-Independent Speaker Verification with Dual Attention Network Interspeech 2020 The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020 The University of Edinburgh-Uppsala University’s Submission to the WMT 2020 Chat Translation Task EMNLP 2020 The University of Maryland’s Submissions to the WMT20 Chat Translation Task: Searching for More Data to Adapt Discourse-Aware Neural Machine Translation EMNLP 2020 Towards a Better Understanding of Label Smoothing in Neural Machine Translation AACL 2020 Towards Accurate Scene Text Recognition With Semantic Reasoning Networks CVPR 2020 Towards a Competitive End-to-End Speech Recognition for CHiME-6 Dinner Party Transcription Interspeech 2020 Towards Context-Aware End-to-End Code-Switching Speech Recognition Interspeech 2020 Towards Good Practice for CNN-Based Monocular Depth Estimation WACV 2020 Towards Speech Robustness for Acoustic Scene Classification Interspeech 2020 Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors EMNLP 2020 Truecasing German user-generated conversational text EMNLP 2020 Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data ACL 2020 Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End CVPR 2020 Uncertainty Estimation Using a Single Deep Deterministic Neural Network ICML 2020 Unified Dynamic Convolutional Network for Super-Resolution With Variational Degradations CVPR 2020 Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal AAAI 2020 Voice Separation with an Unknown Number of Multiple Speakers ICML 2020 What Have We Achieved on Text Summarization? EMNLP 2020 When to Use Convolutional Neural Networks for Inverse Problems CVPR 2020 3D Hand Shape and Pose From Images in the Wild CVPR 2019 Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization ACL 2019