Deep Learning

Using Human Attention to Extract Keyphrase from Microblog Post ACL 2019 Using Large Corpus N-gram Statistics to Improve Recurrent Neural Language Models NAACL 2019 Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic Learning ACL 2019 Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019 Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets EMNLP 2019 Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty NeurIPS 2019 Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019 Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019 Using Structured Representation and Data: A Hybrid Model for Negation and Sentiment in Customer Service Conversations NAACL 2019 Using the Bag-of-Audio-Word Feature Representation of ASR DNN Posteriors for Paralinguistic Classification Interspeech 2019 Using Word Embeddings to Examine Gender Bias in Dutch Newspapers, 1950-1990 ACL 2019 UTFPR at SemEval-2019 Task 5: Hate Speech Identification with Recurrent Neural Networks SemEval 2019 UTFPR at SemEval-2019 Task 6: Relying on Compositionality to Find Offense SemEval 2019 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 Utilizing Monolingual Data in NMT for Similar Languages: Submission to Similar Language Translation Task ACL 2019 U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging NeurIPS 2019 UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain ACL 2019 UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference ACL 2019 UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019 VAEGAN: A Collaborative Filtering Framework based on Adversarial Variational Autoencoders IJCAI 2019 Value Function Transfer for Deep Multi-Agent Reinforcement Learning Based on N-Step Returns IJCAI 2019 Value Iteration Networks on Multiple Levels of Abstraction RSS 2019 Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning NeurIPS 2019 Variable beam search for generative neural parsing and its relevance for the analysis of neuro-imaging signal EMNLP 2019 Variable Rate Deep Image Compression With a Conditional Autoencoder ICCV 2019