topic-models

A Toolkit for Industrial Topic Modeling

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

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

A Java package for the LDA and DMM topic models

implemented : lsa, plsa, lda

A Latent Dirichlet Allocation implementation in Python.

An R package for Keyword Assisted Topic Models

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

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

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.

The official repository of TeamGabru.

A collection of topic diversity measures for topic modeling

Application of topic models for topic extraction and similarity search

The objective of this project is to monitor the trends in data science job opportunities. We achieve this through scraping of the jobserve website.

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

Dynamic Dynamic Topic-Discourse Memory Networks (DTDMN)

Sentence Topic Prediction using Topic Modeling

[AAAI2019] AutoSense Model for Word Sense Induction

Quality Metrics for Topic Modeling

A research package for topic modeling

Determine a Prototype from a number of runs of Latent Dirichlet Allocation (LDA) measuring its similarities with S-CLOP: A procedure to select the LDA run with highest mean pairwise similarity, which is measured by S-CLOP (Similarity of multiple sets by Clustering with Local Pruning), to all other runs.

This is the repository of the paper "Unsupervised Graph-based Topic Modeling from Video Transcriptions"

Joint Sentiment/Topic Model

Text Mining and Analysis with Biplots.

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.

Automatic detection of robust parametrizations for LDA and NMF. Compatible with scikit-learn and gensim.