There are 53 repositories under topic-modeling topic.
Beautiful visualizations of how language differs among document types.
A Python toolbox for gaining geometric insights into high-dimensional data
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
Resources for learning about Text Mining and Natural Language Processing
An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具,仅占35M内存 www.jionlp.com
Various Algorithms for Short Text Mining
Machine Learning Lectures at the European Space Agency (ESA) in 2018
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
LDA topic modeling for node.js
Open Source Package for Gibbs Sampling of LDA
Palmetto is a quality measuring tool for topics
Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.
Text Mining and Topic Modeling Toolkit for Python with parallel processing power
Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"
A Framework for Textual Entailment based Zero Shot text classification
Interface for easier topic modelling.