Proposition-Level Clustering for Multi-Document Summarization Dec 16, 2021 Clustering Document Summarization
Code Code Available Task-Oriented Clustering for Dialogues Nov 1, 2021 Clustering Diversity
Code Code Available Representation Learning for Short Text Clustering Sep 21, 2021 Clustering Representation Learning
— Unverified Translation Transformers Rediscover Inherent Data Domains Sep 16, 2021 Clustering Domain Adaptation
Code Code Available Hybrid Multisource Feature Fusion for the Text Clustering Aug 24, 2021 Clustering Text Clustering
— Unverified Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling Aug 20, 2021 Data Ablation Optical Character Recognition
— Unverified Learn The Big Picture: Representation Learning for Clustering Aug 1, 2021 Clustering Representation Learning
Code Code Available Efficient Sparse Spherical k-Means for Document Clustering Jul 30, 2021 Clustering Short Text Clustering
Code Code Available Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss Jul 23, 2021 Classification Clustering
— Unverified Deep Clustering with Measure Propagation Apr 18, 2021 Clustering Deep Clustering
— Unverified Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations Apr 1, 2021 Text Clustering
— Unverified Amharic Text Clustering Using Encyclopedic Knowledge with Neural Word Embedding Mar 31, 2021 Clustering Text Clustering
— Unverified Supporting Clustering with Contrastive Learning Mar 24, 2021 Clustering Contrastive Learning
Code Code Available Short Text Clustering with Transformers Jan 31, 2021 Clustering Sentence
— Unverified Discovering New Intents with Deep Aligned Clustering Dec 16, 2020 Clustering Open Intent Discovery
Code Code Available An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data Dec 7, 2020 Clustering Text Clustering
— Unverified Unsupervised Fine-tuning for Text Clustering Dec 1, 2020 Clustering text-classification
— Unverified Neural Text Classification by Jointly Learning to Cluster and Align Nov 24, 2020 Classification Clustering
— Unverified Self-supervised Document Clustering Based on BERT with Data Augment Nov 17, 2020 Clustering Contrastive Learning
— Unverified ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Oct 11, 2020 Clustering Semantic Similarity
Code Code Available Unification of HDP and LDA Models for Optimal Topic Clustering of Subject Specific Question Banks Oct 4, 2020 Clustering Text Clustering
— Unverified An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering Jul 1, 2020 Clustering Short Text Clustering
— Unverified Dissimilarity Mixture Autoencoder for Deep Clustering Jun 15, 2020 Clustering Deep Clustering
Code Code Available Neural Topic Modeling with Bidirectional Adversarial Training Apr 26, 2020 Clustering Text Clustering
Code Code Available Enhancement of Short Text Clustering by Iterative Classification Jan 31, 2020 Classification Clustering
Code Code Available Text Classification for Azerbaijani Language Using Machine Learning and Embedding Dec 26, 2019 BIG-bench Machine Learning Classification
— Unverified Attentive Representation Learning with Adversarial Training for Short Text Clustering Dec 8, 2019 Clustering Information Retrieval
— Unverified Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement Nov 20, 2019 Clustering Open Intent Discovery
Code Code Available Text Mining using Nonnegative Matrix Factorization and Latent Semantic Analysis Nov 12, 2019 Clustering Matrix Factorization / Decomposition
— Unverified A Self-Training Approach for Short Text Clustering Aug 1, 2019 Clustering Deep Clustering
Code Code Available On the Use of ArXiv as a Dataset Apr 30, 2019 Articles Author Attribution
Code Code Available An end-to-end Neural Network Framework for Text Clustering Mar 22, 2019 Clustering Representation Learning
— Unverified Mutual Clustering on Comparative Texts via Heterogeneous Information Networks Mar 9, 2019 Clustering Text Clustering
— Unverified ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg" Feb 10, 2019 Benchmarking Clustering
Code Code Available Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach Nov 29, 2018 Clustering Decoder
— Unverified Multilingual Short Text Responses Clustering for Mobile Educational Activities: a Preliminary Exploration Jul 1, 2018 Clustering Short Text Clustering
— Unverified Learning Thematic Similarity Metric from Article Sections Using Triplet Networks Jul 1, 2018 Articles Clustering
— Unverified A Graph-based Text Similarity Measure That Employs Named Entity Information Sep 1, 2017 Clustering named-entity-recognition
— Unverified Hybrid Clustering based on Content and Connection Structure using Joint Nonnegative Matrix Factorization Mar 28, 2017 Clustering Graph Clustering
— Unverified Self-Taught Convolutional Neural Networks for Short Text Clustering Jan 1, 2017 Clustering Dimensionality Reduction
Code Code Available DISCO: A System Leveraging Semantic Search in Document Review Dec 1, 2016 Clustering Text Categorization
— Unverified Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media Dec 1, 2016 Feature Engineering Information Retrieval
— Unverified Accounting ngrams and multi-word terms can improve topic models Aug 1, 2016 Information Retrieval Text Clustering
— Unverified Effects of Creativity and Cluster Tightness on Short Text Clustering Performance Aug 1, 2016 Clustering Semantic Textual Similarity
— Unverified Semi-supervised Clustering for Short Text via Deep Representation Learning Feb 22, 2016 Clustering Representation Learning
— Unverified Clustering Urdu News Using Headlines Sep 27, 2015 Clustering Information Retrieval
Code Code Available TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering Sep 1, 2015 Clustering Text Clustering
— Unverified An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles Sep 1, 2015 Articles Text Clustering
— Unverified News clustering approach based on discourse text structure Jul 1, 2015 Clustering Text Clustering
— Unverified Robust Multi-Relational Clustering via _1-Norm Symmetric Nonnegative Matrix Factorization Jul 1, 2015 Clustering Text Clustering
— Unverified 