Representation Learning

Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling NAACL 2019 Enhancing PIO Element Detection in Medical Text Using Contextualized Embedding ACL 2019 Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation Interspeech 2019 Ensemble Methods to Distinguish Mainland and Taiwan Chinese NAACL 2019 EntEval: A Holistic Evaluation Benchmark for Entity Representations EMNLP 2019 Entity Alignment for Cross-lingual Knowledge Graph with Graph Convolutional Networks IJCAI 2019 Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ACL 2019 Equipping Educational Applications with Domain Knowledge ACL 2019 Equivariant Transformer Networks ICML 2019 Estimating Information Flow in Deep Neural Networks ICML 2019 ETNet: Error Transition Network for Arbitrary Style Transfer NeurIPS 2019 Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019 Evaluating Protein Transfer Learning with TAPE NeurIPS 2019 Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019 Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations EMNLP 2019 Evaluation of Semantic Change of Harm-Related Concepts in Psychology ACL 2019 Event Detection with Trigger-Aware Lattice Neural Network EMNLP 2019 Event Prediction in Complex Social Graphs using One-Dimensional Convolutional Neural Network IJCAI 2019 Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019 Events-To-Video: Bringing Modern Computer Vision to Event Cameras CVPR 2019 Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ACL 2019 Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019 Evolutionary Learning of Existential Rules IJCAI 2019 ExCL: Extractive Clip Localization Using Natural Language Descriptions NAACL 2019 Explainable and Explicit Visual Reasoning Over Scene Graphs CVPR 2019