Popular GitHub Repositories for Topic Modeling

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Interact, analyze and structure massive text, image, embedding, audio and video datasets

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 (Bianchi et al.).

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Python package of Tomoto, the Topic Modeling Tool

Resources for learning about Text Mining and Natural Language Processing

semi supervised guided topic model with custom guidedLDA

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

Conversational text Analysis using various NLP techniques

A Framework for Textual Entailment based Zero Shot text classification

A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Code for unsupervised aspect extraction, using Keras and its Backends

Tutorials and my solutions to the Udacity NLP Nanodegree

Expose a Top2Vec model with a REST API.

[WWW 2022] Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations

STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

Biterm Topic Model (BTM): modeling topics in short texts

KoBERTopic? BERTopic? ??? ???? ??? ? ??? ?????? BERT? ??? ?????.

Codebase topic modeling using GNNs(Node aggregation and clustering)