Deep Learning

Speech Replay Detection with x-Vector Attack Embeddings and Spectral Features Interspeech 2019 SSRGD: Simple Stochastic Recursive Gradient Descent for Escaping Saddle Points NeurIPS 2019 Stochastic Gradient Descent on Separable Data: Exact Convergence with a Fixed Learning Rate AISTATS 2019 Story Ending Generation with Incremental Encoding and Commonsense Knowledge AAAI 2019 SVM-Based Deep Stacking Networks AAAI 2019 TAPAS: Train-Less Accuracy Predictor for Architecture Search AAAI 2019 Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019 The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ACL 2019 The SJTU Robust Anti-Spoofing System for the ASVspoof 2019 Challenge Interspeech 2019 TIGS: An Inference Algorithm for Text Infilling with Gradient Search ACL 2019 Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies AAAI 2019 Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ACL 2019 TWEETQA: A Social Media Focused Question Answering Dataset ACL 2019 UDS–DFKI Submission to the WMT2019 Czech–Polish Similar Language Translation Shared Task ACL 2019 Understanding Dropouts in MOOCs AAAI 2019 Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition Interspeech 2019 Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 Very Deep Self-Attention Networks for End-to-End Speech Recognition Interspeech 2019 What is the Effect of Importance Weighting in Deep Learning? ICML 2019 Who Blames Whom in a Crisis? Detecting Blame Ties from News Articles Using Neural Networks AAAI 2019 A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018 Adversarial Time-to-Event Modeling ICML 2018 A Hybrid Approach to Grapheme to Phoneme Conversion in Assamese Interspeech 2018 Alibaba Submission for WMT18 Quality Estimation Task EMNLP 2018