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Clustering

3,615 papers

Papers per year

Papers

Lexical Entrainment and Intra-Speaker Variability in Cooperative Dialogues INTERSPEECH 2021
Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization EMNLP 2021
A Constant Approximation Algorithm for Sequential Random-Order No-Substitution k-Median Clustering NIPS 2021
Simple and Fast Algorithms for Interactive Machine Learning with Random Counter-examples JMLR 2021
Objective-Based Hierarchical Clustering of Deep Embedding Vectors AAAI 2021
RoMa at SemEval-2021 Task 7: A Transformer-based Approach for Detecting and Rating Humor and Offense ACL 2021
Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence NIPS 2020
TUE at SemEval-2020 Task 1: Detecting Semantic Change by Clustering Contextual Word Embeddings SEMEVAL 2020
Personalized Early Stage Alzheimer’s Disease Detection: A Case Study of President Reagan’s Speeches ACL 2020
Inferring Neuroticism of Twitter Users by Utilizing their Following Interests COLING 2020
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models EMNLP 2020
Sequential no-Substitution k-Median-Clustering AISTATS 2020
Verb Class Induction with Partial Supervision AAAI 2020
Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory EMNLP 2020
Deep Self-Supervised Hierarchical Clustering for Speaker Diarization INTERSPEECH 2020
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors INTERSPEECH 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
Scalable Probabilistic Matrix Factorization with Graph-Based Priors AAAI 2020
Neural Clustering Processes ICML 2020
Spectral Clustering with Graph Neural Networks for Graph Pooling ICML 2020
Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms JMLR 2020
Topic Balancing with Additive Regularization of Topic Models ACL 2020
How to Solve Fair k-Center in Massive Data Models ICML 2020
Content analysis of Persian/Farsi Tweets during COVID-19 pandemic in Iran using NLP EMNLP 2020
Expert Learning through Generalized Inverse Multiobjective Optimization: Models, Insights, and Algorithms ICML 2020