Data Science & Analytics

Recent Advances in Heterogeneous Relation Learning for Recommendation IJCAI 2021 Recommend for a Reason: Unlocking the Power of Unsupervised Aspect-Sentiment Co-Extraction EMNLP 2021 Refocusing on Relevance: Personalization in NLG EMNLP 2021 Reinforcement Learning-based Product Delivery Frequency Control AAAI 2021 Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation AAAI 2021 Relaxed Clustered Hawkes Process for Student Procrastination Modeling in MOOCs AAAI 2021 Residential Electric Load Forecasting via Attentive Transfer of Graph Neural Networks IJCAI 2021 Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives ICML 2021 RevMan: Revenue-aware Multi-task Online Insurance Recommendation AAAI 2021 Robust principal component analysis for generalized multi-view models UAI 2021 RollingLDA: An Update Algorithm of Latent Dirichlet Allocation to Construct Consistent Time Series from Textual Data EMNLP 2021 Row-clustering of a Point Process-valued Matrix NeurIPS 2021 Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021 Scaling Average-Linkage via Sparse Cluster Embeddings ACML 2021 Scarce Societal Resource Allocation and the Price of (Local) Justice AAAI 2021 Scene Essence CVPR 2021 SceneGen: Learning To Generate Realistic Traffic Scenes CVPR 2021 SCoT: Sense Clustering over Time: a tool for the analysis of lexical change EACL 2021 Screening for Depressed Individuals by Using Multimodal Social Media Data AAAI 2021 Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity EMNLP 2021 Segmenting Hybrid Trajectories using Latent ODEs ICML 2021 Self-Guided Community Detection on Networks with Missing Edges IJCAI 2021 Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation AAAI 2021 Self-Supervised Prototype Representation Learning for Event-Based Corporate Profiling AAAI 2021 Semantic shift in social networks ACL 2021