Applications

Pseudo-Relevance for Enhancing Document Representation EMNLP 2022 QuoteR: A Benchmark of Quote Recommendation for Writing ACL 2022 RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models AACL 2022 RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation IJCAI 2022 Recommender Forest for Efficient Retrieval NeurIPS 2022 Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks IJCAI 2022 Recruitment Strategies That Take a Chance NeurIPS 2022 Regularized K-means Through Hard-Thresholding JMLR 2022 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 Revisiting Injective Attacks on Recommender Systems NeurIPS 2022 RuDSI: Graph-based Word Sense Induction Dataset for Russian COLING 2022 Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract) IJCAI 2022 Sampling in Dirichlet Process Mixture Models for Clustering Streaming Data AISTATS 2022 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 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 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 Spatial Multivariate Trees for Big Data Bayesian Regression JMLR 2022 Status Biases in Deliberation Online: Evidence from a Randomized Experiment on ChangeMyView EMNLP 2022