Representation Learning

An Attention-Based Graph Neural Network for Heterogeneous Structural Learning AAAI 2020 A Natural Language Processing System for Extracting Evidence of Drug Repurposing from Scientific Publications AAAI 2020 An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020 An efficient representation of chronological events in medical texts EMNLP 2020 An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets EMNLP 2020 An Empirical Exploration of Local Ordering Pre-training for Structured Prediction EMNLP 2020 An Empirical Investigation of Contextualized Number Prediction EMNLP 2020 An empirical investigation of neural methods for content scoring of science explanations ACL 2020 An Empirical Study of the Downstream Reliability of Pre-Trained Word Embeddings COLING 2020 An Empirical Study on Multi-Task Learning for Text Style Transfer and Paraphrase Generation COLING 2020 An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data EMNLP 2020 An Enhanced Knowledge Injection Model for Commonsense Generation COLING 2020 An Ensemble Method for Producing Word Representations focusing on the Greek Language AACL 2020 An Evaluation Method for Diachronic Word Sense Induction EMNLP 2020 A New Class of Time Dependent Latent Factor Models with Applications JMLR 2020 A New Perspective on Learning Context-Specific Independence PGM 2020 A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network ACML 2020 A New Training Pipeline for an Improved Neural Transducer Interspeech 2020 An Explicitly Relational Neural Network Architecture ICML 2020 Angular Visual Hardness ICML 2020 Animating Face using Disentangled Audio Representations WACV 2020 An implicit function learning approach for parametric modal regression NeurIPS 2020 An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality ICLR 2020 An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction EMNLP 2020 An Integrated Enhancement Solution for 24-Hour Colorful Imaging AAAI 2020