MTEB: Massive Text Embedding Benchmark Oct 13, 2022 Benchmarking Information Retrieval
Code Code Available Dissimilarity Mixture Autoencoder for Deep Clustering Jun 15, 2020 Clustering Deep Clustering
Code Code Available Large Language Models Enable Few-Shot Clustering Jul 2, 2023 Clustering Language Modeling
Code Code Available ComStreamClust: a communicative multi-agent approach to text clustering in streaming data Oct 11, 2020 Clustering Semantic Similarity
Code Code Available Proposition-Level Clustering for Multi-Document Summarization Jan 16, 2022 Clustering Document Summarization
Code Code Available DeepLens: Interactive Out-of-distribution Data Detection in NLP Models Mar 2, 2023 Text Clustering
Code Code Available Short Text Clustering via Convolutional Neural Networks Jun 1, 2015 Clustering Short Text Clustering
Code Code Available Discovering New Intents with Deep Aligned Clustering Dec 16, 2020 Clustering Open Intent Discovery
Code Code Available Text Clustering as Classification with LLMs Sep 30, 2024 Classification Clustering
Code Code Available Neural Topic Modeling with Bidirectional Adversarial Training Apr 26, 2020 Clustering Text Clustering
Code Code Available ClusterLLM: Large Language Models as a Guide for Text Clustering May 24, 2023 Clustering Language Modelling
Code Code Available Proposition-Level Clustering for Multi-Document Summarization Dec 16, 2021 Clustering Document Summarization
Code Code Available Supporting Clustering with Contrastive Learning Mar 24, 2021 Clustering Contrastive Learning
Code Code Available EASE: Entity-Aware Contrastive Learning of Sentence Embedding May 9, 2022 Clustering Contrastive Learning
Code Code Available Enhancement of Short Text Clustering by Iterative Classification Jan 31, 2020 Classification Clustering
Code Code Available 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 Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases Jul 26, 2022 Language Modeling Language Modelling
Code Code Available ClusTop: An unsupervised and integrated text clustering and topic extraction framework Jan 3, 2023 Clustering Dimensionality Reduction
— Unverified A Method of Accounting Bigrams in Topic Models Jun 1, 2015 Document Summarization Information Retrieval
— Unverified Extracting Sentence Embeddings from Pretrained Transformer Models Aug 15, 2024 Clustering Retrieval-augmented Generation
— Unverified A Graph-based Text Similarity Measure That Employs Named Entity Information Sep 1, 2017 Clustering named-entity-recognition
— Unverified 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 CLTC: A Chinese-English Cross-lingual Topic Corpus May 1, 2012 Articles Clustering
— Unverified AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Feb 14, 2023 Clustering Language Modeling
— Unverified Clustering-Induced Generative Incomplete Image-Text Clustering (CIGIT-C) Sep 28, 2022 Clustering Text Clustering
— Unverified An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering Jul 1, 2020 Clustering Short Text Clustering
— Unverified Clustering tweets usingWikipedia concepts May 1, 2014 Clustering Text Clustering
— Unverified An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles Sep 1, 2015 Articles Text Clustering
— Unverified Exploiting Discourse Relations between Sentences for Text Clustering Dec 1, 2012 Clustering Question Answering
— Unverified Federated Learning for Short Text Clustering Nov 23, 2023 Clustering Federated Learning
— Unverified Character-Aware Neural Networks for Arabic Named Entity Recognition for Social Media Dec 1, 2016 Feature Engineering Information Retrieval
— Unverified An end-to-end Neural Network Framework for Text Clustering Mar 22, 2019 Clustering Representation Learning
— Unverified Elastic deep autoencoder for text embedding clustering by an improved graph regularization Sep 23, 2023 Clustering Dimensionality Reduction
— Unverified An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data Dec 7, 2020 Clustering Text Clustering
— Unverified Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues Dec 12, 2024 Clustering Coherence Evaluation
— Unverified Automatic Construction of Multi-faceted User Profiles using Text Clustering and its Application to Expert Recommendation and Filtering Problems Jan 19, 2024 Text Clustering valid
— Unverified Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media Feb 22, 2025 Clustering Fake News Detection
— Unverified Deep Clustering with Measure Propagation Apr 18, 2021 Clustering Deep Clustering
— Unverified Attentive Representation Learning with Adversarial Training for Short Text Clustering Dec 8, 2019 Clustering Information Retrieval
— Unverified DISCO: A System Leveraging Semantic Search in Document Review Dec 1, 2016 Clustering Text Categorization
— Unverified A Weighting Scheme for Open Information Extraction Jun 1, 2012 Open Information Extraction Relation Extraction
— Unverified A Template Based Hybrid Model for Chinese Personal Name Disambiguation Dec 1, 2012 Text Clustering
— Unverified CEIL: A General Classification-Enhanced Iterative Learning Framework for Text Clustering Apr 20, 2023 Clustering Deep Clustering
— Unverified Contrastive Learning Subspace for Text Clustering Aug 26, 2024 Clustering Contrastive Learning
— Unverified Domain Based Punjabi Text Document Clustering Dec 1, 2012 Clustering Text Clustering
— Unverified EASE: Entity-Aware Contrastive Learning of Sentence Embedding Jan 16, 2022 Clustering Contrastive Learning
— Unverified An Efficient and Explanatory Image and Text Clustering System with Multimodal Autoencoder Architecture Aug 14, 2024 Text Clustering
— Unverified Effects of Creativity and Cluster Tightness on Short Text Clustering Performance Aug 1, 2016 Clustering Semantic Textual Similarity
— Unverified Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations Apr 1, 2021 Text Clustering
— Unverified A Comparative Study of Conversion Aided Methods for WordNet Sentence Textual Similarity Aug 1, 2014 Document Classification Machine Translation
— Unverified 