Representation Learning

Improving Distantly-Supervised Relation Extraction with Joint Label Embedding EMNLP 2019 Improving GAN with Neighbors Embedding and Gradient Matching AAAI 2019 Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation NAACL 2019 Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019 Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders EMNLP 2019 Improving Neural Conversational Models with Entropy-Based Data Filtering ACL 2019 Improving Neural Entity Disambiguation with Graph Embeddings ACL 2019 Improving Neural Machine Translation with Neural Syntactic Distance NAACL 2019 Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer AAAI 2019 Improving Relation Extraction with Knowledge-attention EMNLP 2019 Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019 Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019 Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation Interspeech 2019 Improving Visual Question Answering by Referring to Generated Paragraph Captions ACL 2019 Improving Word Embeddings Using Kernel PCA ACL 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs EMNLP 2019 Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning AAAI 2019 Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019 Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019 Inducing Document Structure for Aspect-based Summarization ACL 2019 Inferring Concept Prerequisite Relations from Online Educational Resources AAAI 2019 Influence of Contextuality on Prosodic Realization of Information Structure in Chinese Dialogues Interspeech 2019 Information Competing Process for Learning Diversified Representations NeurIPS 2019 Information Maximizing Visual Question Generation CVPR 2019