Representation Learning

Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs AAAI 2019 Analyzing and Improving Representations with the Soft Nearest Neighbor Loss ICML 2019 An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction EMNLP 2019 An Empirical Study of Span Representations in Argumentation Structure Parsing ACL 2019 A neurally plausible model for online recognition and postdiction in a dynamical environment NeurIPS 2019 A Neural Network Based on SPD Manifold Learning for Skeleton-Based Hand Gesture Recognition CVPR 2019 A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models EMNLP 2019 A Neural Temporal Model for Human Motion Prediction CVPR 2019 An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation ACL 2019 An Open-World Extension to Knowledge Graph Completion Models AAAI 2019 A Perceptual Prediction Framework for Self Supervised Event Segmentation CVPR 2019 Approximating the Permanent by Sampling from Adaptive Partitions NeurIPS 2019 A Prism Module for Semantic Disentanglement in Name Entity Recognition ACL 2019 Are Disentangled Representations Helpful for Abstract Visual Reasoning? NeurIPS 2019 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019 Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection ACL 2019 Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network ACL 2019 A Semantics-based Model for Predicting Children's Vocabulary IJCAI 2019 A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019 A Systematic Comparison of English Noun Compound Representations ACL 2019 Attention-based Conditioning Methods for External Knowledge Integration ACL 2019 Attentive Tensor Product Learning AAAI 2019 Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification CVPR 2019 Augmented Neural ODEs NeurIPS 2019 Augmenting Neural Networks with First-order Logic ACL 2019