No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling Aug 2, 2022 BIG-bench Machine Learning Clustering
— Unverified Contextual Text Block Detection towards Scene Text Understanding Jul 26, 2022 text-classification Text Classification
— Unverified Towards Responsible AI for Financial Transactions Jun 6, 2022 Clustering Fairness
— Unverified Clustering Similar Amendments at the Italian Senate Jun 1, 2022 Clustering Management
Code Code Available Neural Topic Modeling with Deep Mutual Information Estimation Mar 12, 2022 Mutual Information Estimation Text Clustering
— Unverified Subspace Co-clustering with Two-Way Graph Convolution Feb 1, 2022 Clustering Image Clustering
Code Code Available EASE: Entity-Aware Contrastive Learning of Sentence Embedding Jan 16, 2022 Clustering Contrastive Learning
— Unverified Semi-Supervised Clustering with Contrastive Learning for Discovering New Intents Jan 7, 2022 Clustering Contrastive Learning
— Unverified 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 Short Text Clustering with Transformers Jan 31, 2021 Clustering Sentence
— Unverified 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 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 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 Effects of Creativity and Cluster Tightness on Short Text Clustering Performance Aug 1, 2016 Clustering Semantic Textual Similarity
— Unverified Accounting ngrams and multi-word terms can improve topic models Aug 1, 2016 Information Retrieval Text Clustering
— 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 An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles Sep 1, 2015 Articles Text Clustering
— Unverified TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering Sep 1, 2015 Clustering Text Clustering
— Unverified News clustering approach based on discourse text structure Jul 1, 2015 Clustering Text Clustering
— Unverified 