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Clustering

756 directly classified papers

Papers per year

Papers

Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022
Community detection in sparse latent space models JMLR 2022
Fast and Unsupervised Action Boundary Detection for Action Segmentation CVPR 2022
Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022
Answer Consolidation: Formulation and Benchmarking NAACL 2022
EventGraph at CASE 2021 Task 1: A General Graph-based Approach to Protest Event Extraction EMNLP 2022
Proposition-Level Clustering for Multi-Document Summarization NAACL 2022
How to Do Things without Words: Modeling Semantic Drift of Emoji EMNLP 2022
Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds NAACL 2022
EMGC²F: Efficient Multi-view Graph Clustering with Comprehensive Fusion IJCAI 2022
Sketch-and-lift: scalable subsampled semidefinite program for K-means clustering AISTATS 2022
Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings JMLR 2022
Low Saxon dialect distances at the orthographic and syntactic level ACL 2022
Adaptive Sampling for Heterogeneous Rank Aggregation from Noisy Pairwise Comparisons AISTATS 2022
RuDSI: Graph-based Word Sense Induction Dataset for Russian COLING 2022
Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks IJCAI 2022
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation AAAI 2022
Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors AAAI 2022
Federated Myopic Community Detection with One-shot Communication AISTATS 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022
MICO: Selective Search with Mutual Information Co-training COLING 2022
Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract) AAAI 2022
Attraction-Repulsion Spectrum in Neighbor Embeddings JMLR 2022
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering ICML 2022
Solving Large-Scale Sparse PCA to Certifiable (Near) Optimality JMLR 2022