Popular GitHub Repositories for Text Clustering

Text preprocessing, representation and visualization from zero to hero.

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

短文本聚类预处理模块 Short text cluster

Library of state-of-the-art models (PyTorch) for NLP tasks

semantic-sh is a SimHash implementation to detect and group similar texts by taking power of word vectors and transformer-based language models (BERT).

Graph clustering and Node embeddings with word2vec

SLS : Neural Information Retrieval(IR)-based Semantic Search model

2020 A??k Seminer - Turkish NLP workshop

Gibbs Sampling Dirichlet Multinomial Model (GSDMM) for Short-Text Clustering

Natural Language Processing project on a dataset of Amazon reviews.

Clustering sentences/text snippets by employing Sentence Embeddings (e.g., BERT, Universal Sentence Encoder etc) & various clustering algorithms like T-SNE, K-Means etc.