Deep Learning

A Mandarin Prosodic Boundary Prediction Model Based on Multi-Task Learning Interspeech 2019 A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation EMNLP 2019 A Max-Affine Spline Perspective of Recurrent Neural Networks ICLR 2019 A Mean Field Theory of Batch Normalization ICLR 2019 A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off NeurIPS 2019 A Meta-Learning Approach for Custom Model Training AAAI 2019 Amobee at SemEval-2019 Tasks 5 and 6: Multiple Choice CNN Over Contextual Embedding SemEval 2019 A Mobile Application for Sound Event Detection IJCAI 2019 A Model-Free Affective Reinforcement Learning Approach to Personalization of an Autonomous Social Robot Companion for Early Literacy Education AAAI 2019 A Model of Text-Enhanced Knowledge Graph Representation Learning with Collaborative Attention ACML 2019 A Model to Search for Synthesizable Molecules NeurIPS 2019 A Modular Architecture for Unsupervised Sarcasm Generation EMNLP 2019 Amortized Bethe Free Energy Minimization for Learning MRFs NeurIPS 2019 Amortized Variational Inference with Graph Convolutional Networks for Gaussian Processes AISTATS 2019 Amrita School of Engineering - CSE at SemEval-2019 Task 6: Manipulating Attention with Temporal Convolutional Neural Network for Offense Identification and Classification SemEval 2019 AMR Parsing as Sequence-to-Graph Transduction ACL 2019 Amsterdam to Dublin Eventually Delayed? LSTM and Transfer Learning for Predicting Delays of Low Cost Airlines AAAI 2019 A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ACL 2019 A Multiscale Visualization of Attention in the Transformer Model ACL 2019 A Multi-Speaker Emotion Morphing Model Using Highway Networks and Maximum Likelihood Objective Interspeech 2019 A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL 2019 A Multi-Task Learning Framework for Abstractive Text Summarization AAAI 2019 A Mutual Learning Method for Salient Object Detection With Intertwined Multi-Supervision CVPR 2019 ANA at SemEval-2019 Task 3: Contextual Emotion detection in Conversations through hierarchical LSTMs and BERT SemEval 2019 An Adaptive Empirical Bayesian Method for Sparse Deep Learning NeurIPS 2019