Data Science & Analytics

Graph Resistance and Learning from Pairwise Comparisons ICML 2019 GRU-ODE-Bayes: Continuous Modeling of Sporadically-Observed Time Series NeurIPS 2019 GSN: A Graph-Structured Network for Multi-Party Dialogues IJCAI 2019 GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019 Handling Divergent Reference Texts when Evaluating Table-to-Text Generation ACL 2019 HARE: a Flexible Highlighting Annotator for Ranking and Exploration EMNLP 2019 Hashtag Recommendation for Photo Sharing Services AAAI 2019 HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation AAAI 2019 Hierarchical Reinforcement Learning for Course Recommendation in MOOCs AAAI 2019 Hierarchical User and Item Representation with Three-Tier Attention for Recommendation NAACL 2019 High-dimensional multivariate forecasting with low-rank Gaussian Copula Processes NeurIPS 2019 Holographic Factorization Machines for Recommendation AAAI 2019 Hybrid Item-Item Recommendation via Semi-Parametric Embedding IJCAI 2019 Hybrid Models for Aspects Extraction without Labelled Dataset EMNLP 2019 Hydra: a federated resource manager for data-center scale analytics NSDI 2019 Identifying Linguistic Areas for Geolocation EMNLP 2019 Identifying Predictive Causal Factors from News Streams EMNLP 2019 Impact of Consuming Suggested Items on the Assessment of Recommendations in User Studies on Recommender Systems IJCAI 2019 Improving Automatically Induced Lexicons for Highly Agglutinating Languages Using Data-Driven Morphological Segmentation Interspeech 2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019 Incorporating Network Embedding into Markov Random Field for Better Community Detection AAAI 2019 Incorporating Semantic Similarity with Geographic Correlation for Query-POI Relevance Learning AAAI 2019 Inferring Substitutable Products with Deep Network Embedding IJCAI 2019 Interaction-Aware Factorization Machines for Recommender Systems AAAI 2019 Investigating the Variability of Voice Quality and Pain Levels as a Function of Multiple Clinical Parameters Interspeech 2019