Representation Learning

Hierarchical Disentanglement of Discriminative Latent Features for Zero-Shot Learning CVPR 2019 Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019 Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables AAAI 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019 Hierarchical Optimal Transport for Document Representation NeurIPS 2019 Hierarchical Photo-Scene Encoder for Album Storytelling AAAI 2019 Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection Interspeech 2019 Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization ICLR 2019 Hierarchical Representation in Neural Language Models: Suppression and Recovery of Expectations ACL 2019 High-dimensional multivariate forecasting with low-rank Gaussian Copula Processes NeurIPS 2019 High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks NeurIPS 2019 Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing CoNLL 2019 HMEAE: Hierarchical Modular Event Argument Extraction EMNLP 2019 HorizonNet: Learning Room Layout With 1D Representation and Pano Stretch Data Augmentation CVPR 2019 How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP 2019 How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CoNLL 2019 How do infinite width bounded norm networks look in function space? COLT 2019 How Large Are Lions? Inducing Distributions over Quantitative Attributes ACL 2019 How Multilingual is Multilingual BERT? ACL 2019 How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019 How to account for mispellings: Quantifying the benefit of character representations in neural content scoring models ACL 2019 How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing EMNLP 2019 How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions NAACL 2019 Human-Like Sketch Object Recognition via Analogical Learning AAAI 2019 Hybrid Models for Aspects Extraction without Labelled Dataset EMNLP 2019