Methods

Scalable Bayesian Learning for State Space Models using Variational Inference with SMC Samplers AISTATS 2019 SEDTWik: Segmentation-based Event Detection from Tweets Using Wikipedia NAACL 2019 Sequential Recommender Systems: Challenges, Progress and Prospects IJCAI 2019 Similarity Preserving Representation Learning for Time Series Clustering IJCAI 2019 Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis AAAI 2019 Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting AAAI 2019 Spectrum Estimation from a Few Entries JMLR 2019 STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting IJCAI 2019 Temporal Anomaly Detection: Calibrating the Surprise AAAI 2019 Text Assisted Insight Ranking Using Context-Aware Memory Network AAAI 2019 The Effectiveness of Simple Hybrid Systems for Hypernym Discovery ACL 2019 The Second Multilingual Surface Realisation Shared Task (SR’19): Overview and Evaluation Results EMNLP 2019 Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting NeurIPS 2019 Three-quarter Sibling Regression for Denoising Observational Data IJCAI 2019 Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change ACL 2019 Uncovering Specific-Shape Graph Anomalies in Attributed Graphs AAAI 2019 Unsupervised Scalable Representation Learning for Multivariate Time Series NeurIPS 2019 Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019 Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate NAACL 2019 Validation of Growing Knowledge Graphs by Abductive Text Evidences AAAI 2019 What’s Most Broken? A Tool to Assist Data-Driven Iterative Improvement of an Intelligent Tutoring System AAAI 2019 Word Familiarity Rate Estimation Using a Bayesian Linear Mixed Model EMNLP 2019 Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective CVPR 2018 A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018 A Multi-Axis Annotation Scheme for Event Temporal Relations ACL 2018