Data Science & Analytics

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022 Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds NAACL 2022 Self-supervised Graph Neural Networks for Multi-behavior Recommendation IJCAI 2022 Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models AACL 2022 Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining AAAI 2022 Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates AISTATS 2022 Shedding New Light on the Language of the Dark Web NAACL 2022 Should I disclose my dataset? Caveats between reproducibility and individual data rights EMNLP 2022 Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media AAAI 2022 Simple and Effective Graph-to-Graph Annotation Conversion COLING 2022 Simultaneous Graph Signal Clustering and Graph Learning ICML 2022 Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering AISTATS 2022 SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022 Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization AAAI 2022 Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality JMLR 2022 SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022 SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss AAAI 2022 Spatial Multivariate Trees for Big Data Bayesian Regression JMLR 2022 Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022 Status Biases in Deliberation Online: Evidence from a Randomized Experiment on ChangeMyView EMNLP 2022 StrokeRehab: A Benchmark Dataset for Sub-second Action Identification NeurIPS 2022 Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities AAAI 2022 Summary Markov Models for Event Sequences IJCAI 2022 Tackling Fake News Detection by Continually Improving Social Context Representations using Graph Neural Networks ACL 2022 TACTiS: Transformer-Attentional Copulas for Time Series ICML 2022