topic-models

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

A Toolkit for Industrial Topic Modeling

Python package of Tomoto, the Topic Modeling Tool

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

Biterm Topic Model

implemented : lsa, plsa, lda

A Java package for the LDA and DMM topic models

An R package for Keyword Assisted Topic Models

A Latent Dirichlet Allocation implementation in Python.

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

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

Abstractive Multi-Document Summarisation, generating Wikipedia lead sections for specific domains. Exploiting target summaries content structure. Specific categories from WikiSum dataset.

Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"

Topic-Specific Diagnostics for LDA and CTM Topic Models

This repository is designed for students in DIGI405 at the University of Canterbury to do topic modeling through their browser using Google Colab. It is relevant for others who want to do topic modeling through a browser with their own corpus.

A collection of topic diversity measures for topic modeling

The official repository of TeamGabru.

[AAAI2019] AutoSense Model for Word Sense Induction

Application of topic models for topic extraction and similarity search

How are topics encoded in semantic space? Repository to accompany research paper in preparation titled "Integrating topic modeling and word embedding to characterize violent deaths" by Alina Arseniev-Koehler, Susan Cochran, Vickie Mays, Kai-Wei Chang, and Jacob Gates. Foster.