MTEB: Massive Text Embedding Benchmark Oct 13, 2022 Benchmarking Information Retrieval
Code Code Available 5 ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Oct 11, 2020 Clustering Semantic Similarity
Code Code Available 5 DeepLens: Interactive Out-of-distribution Data Detection in NLP Models Mar 2, 2023 Text Clustering
Code Code Available 5 EASE: Entity-Aware Contrastive Learning of Sentence Embedding May 9, 2022 Clustering Contrastive Learning
Code Code Available 5 Discovering New Intents with Deep Aligned Clustering Dec 16, 2020 Clustering Open Intent Discovery
Code Code Available 5 ClusterLLM: Large Language Models as a Guide for Text Clustering May 24, 2023 Clustering Language Modelling
Code Code Available 5 Neural Topic Modeling with Bidirectional Adversarial Training Apr 26, 2020 Clustering Text Clustering
Code Code Available 5 Enhancement of Short Text Clustering by Iterative Classification Jan 31, 2020 Classification Clustering
Code Code Available 5 Short Text Clustering via Convolutional Neural Networks Jun 1, 2015 Clustering Short Text Clustering
Code Code Available 5 Dissimilarity Mixture Autoencoder for Deep Clustering Jun 15, 2020 Clustering Deep Clustering
Code Code Available 5 Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases Jul 26, 2022 Language Modeling Language Modelling
Code Code Available 5 Text Clustering as Classification with LLMs Sep 30, 2024 Classification Clustering
Code Code Available 5 Proposition-Level Clustering for Multi-Document Summarization Jan 16, 2022 Clustering Document Summarization
Code Code Available 5 Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering May 23, 2023 Clustering Contrastive Learning
Code Code Available 5 Proposition-Level Clustering for Multi-Document Summarization Dec 16, 2021 Clustering Document Summarization
Code Code Available 5 Large Language Models Enable Few-Shot Clustering Jul 2, 2023 Clustering Language Modeling
Code Code Available 5 Supporting Clustering with Contrastive Learning Mar 24, 2021 Clustering Contrastive Learning
Code Code Available 5 Clustering Urdu News Using Headlines Sep 27, 2015 Clustering Information Retrieval
Code Code Available 5 Subspace Co-clustering with Two-Way Graph Convolution Feb 1, 2022 Clustering Image Clustering
Code Code Available 5 Very Large Language Model as a Unified Methodology of Text Mining Dec 19, 2022 Clustering Language Modeling
Code Code Available 5 Efficient Sparse Spherical k-Means for Document Clustering Jul 30, 2021 Clustering Short Text Clustering
Code Code Available 5 Task-Oriented Clustering for Dialogues Nov 1, 2021 Clustering Diversity
Code Code Available 5 Discriminative Representation learning via Attention-Enhanced Contrastive Learning for Short Text Clustering Jan 7, 2025 Clustering Contrastive Learning
Code Code Available 5 Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement Nov 20, 2019 Clustering Open Intent Discovery
Code Code Available 5 On the Use of ArXiv as a Dataset Apr 30, 2019 Articles Author Attribution
Code Code Available 5 Clustering Similar Amendments at the Italian Senate Jun 1, 2022 Clustering Management
Code Code Available 5 Reliable Pseudo-labeling via Optimal Transport with Attention for Short Text Clustering Jan 25, 2025 Clustering Contrastive Learning
Code Code Available 5 Self-Taught Convolutional Neural Networks for Short Text Clustering Jan 1, 2017 Clustering Dimensionality Reduction
Code Code Available 5 More Discriminative Sentence Embeddings via Semantic Graph Smoothing Feb 20, 2024 Clustering Sentence
Code Code Available 5 CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass May 1, 2025 Contrastive Learning Information Retrieval
Code Code Available 5 Learn The Big Picture: Representation Learning for Clustering Aug 1, 2021 Clustering Representation Learning
Code Code Available 5 Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic Aug 1, 2024 Clustering Data Visualization
Code Code Available 5 Human-interpretable clustering of short-text using large language models May 12, 2024 Clustering Short Text Clustering
Code Code Available 5 A Self-Training Approach for Short Text Clustering Aug 1, 2019 Clustering Deep Clustering
Code Code Available 5 ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg" Feb 10, 2019 Benchmarking Clustering
Code Code Available 5 Influence of various text embeddings on clustering performance in NLP May 4, 2023 Clustering Text Clustering
Code Code Available 5 NeurCAM: Interpretable Neural Clustering via Additive Models Aug 23, 2024 Additive models Clustering
Code Code Available 5 Translation Transformers Rediscover Inherent Data Domains Sep 16, 2021 Clustering Domain Adaptation
Code Code Available 5 ClusTop: An unsupervised and integrated text clustering and topic extraction framework Jan 3, 2023 Clustering Dimensionality Reduction
— Unverified 0 Clustering tweets usingWikipedia concepts May 1, 2014 Clustering Text Clustering
— Unverified 0 An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles Sep 1, 2015 Articles Text Clustering
— Unverified 0 A Method of Accounting Bigrams in Topic Models Jun 1, 2015 Document Summarization Information Retrieval
— Unverified 0 Clustering-Induced Generative Incomplete Image-Text Clustering (CIGIT-C) Sep 28, 2022 Clustering Text Clustering
— Unverified 0 An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering Jul 1, 2020 Clustering Short Text Clustering
— Unverified 0 Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations Apr 1, 2021 Text Clustering
— Unverified 0 Effects of Creativity and Cluster Tightness on Short Text Clustering Performance Aug 1, 2016 Clustering Semantic Textual Similarity
— Unverified 0 CLTC: A Chinese-English Cross-lingual Topic Corpus May 1, 2012 Articles Clustering
— Unverified 0 An enhanced Teaching-Learning-Based Optimization (TLBO) with Grey Wolf Optimizer (GWO) for text feature selection and clustering Feb 19, 2024 Clustering Dimensionality Reduction
— Unverified 0 A Graph-based Text Similarity Measure That Employs Named Entity Information Sep 1, 2017 Clustering named-entity-recognition
— Unverified 0 AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Feb 14, 2023 Clustering Language Modeling
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