Computation of the semantic interpretability of topics produced by topic models.
☆179Apr 19, 2017Updated 8 years ago
Alternatives and similar repositories for topic_interpretability
Users that are interested in topic_interpretability are comparing it to the libraries listed below
Sorting:
- Code to compute topic coherence for several topic cardinalities and aggregate scores across them☆22Sep 10, 2025Updated 5 months ago
- Palmetto is a quality measuring tool for topics☆222Feb 12, 2024Updated 2 years ago
- Tensorflow implementation for prodLDA and NVLDA.☆255Apr 19, 2021Updated 4 years ago
- Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)☆179May 8, 2017Updated 8 years ago
- Python interface for https://github.com/dice-group/Palmetto☆40Aug 23, 2022Updated 3 years ago
- Tensorflow code to train TDLM☆139Jul 31, 2018Updated 7 years ago
- neural variational document model☆131Oct 31, 2017Updated 8 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Oct 31, 2018Updated 7 years ago
- PyTorch implementation of AVITM☆159Jul 14, 2018Updated 7 years ago
- Short Text Topic Modeling☆65Jul 17, 2018Updated 7 years ago
- Replication code for "Neural Models for Documents with Metadata"☆107Apr 14, 2020Updated 5 years ago
- ☆54Mar 4, 2024Updated last year
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Oct 23, 2019Updated 6 years ago
- Topic Modeling in Embedding Spaces☆561Oct 3, 2023Updated 2 years ago
- Detection of microblogs novel events using an online variant of topic model☆72May 6, 2013Updated 12 years ago
- ☆144Dec 31, 2019Updated 6 years ago
- Scripts and codes for replicating experiments published in Exploring Topic Coherence over many models and many topics☆83Jul 1, 2022Updated 3 years ago
- Stability analysis for topic models☆51Oct 16, 2016Updated 9 years ago
- Source code for paper "Topic Modeling with Wasserstein Autoencoders".☆40Dec 11, 2019Updated 6 years ago
- ☆22Jun 12, 2023Updated 2 years ago
- Implementation of various topic models☆373Oct 11, 2020Updated 5 years ago
- This repository is a proof of concept toolbox for using Deep Belief Nets for Topic Modeling in Python.☆144Feb 24, 2015Updated 11 years ago
- Short Text Topic Modeling, JAVA☆160May 24, 2020Updated 5 years ago
- A tensorflow implementation of the neural variational topic,document model with Gaussian Softmax Construction (GSM).☆21Jun 22, 2019Updated 6 years ago
- Automatic labeling for topic model☆57Aug 9, 2015Updated 10 years ago
- topics Models extension for Mallet & scikit-learn☆49Mar 27, 2017Updated 8 years ago
- Neural Topic Models☆69Apr 14, 2016Updated 9 years ago
- Topic Modeling for Short Texts with Auxiliary Word Embeddings☆73May 7, 2018Updated 7 years ago
- Repo for EMNLP 2020 paper, "Improving Neural Topic Models using Knowledge Distillation"☆32Nov 11, 2020Updated 5 years ago
- Code for Biterm Topic Model (published in WWW 2013)☆408Nov 15, 2019Updated 6 years ago
- ☆20Jun 26, 2017Updated 8 years ago
- ☆22May 13, 2019Updated 6 years ago
- ☆22Dec 25, 2019Updated 6 years ago
- ☆27Jun 12, 2023Updated 2 years ago
- ☆196Mar 20, 2018Updated 7 years ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆797Feb 20, 2026Updated last week
- This the repository for the AISTATS 2020 paper Neural Topic Model with Attention for Supervised Learning.☆32Feb 3, 2020Updated 6 years ago
- A book on the applications of topic models.☆14Jul 7, 2017Updated 8 years ago
- "A Discrete Variational Recurrent Topic Model without the Reparametrization Trick" (NeurIPS 2020)☆11Apr 26, 2021Updated 4 years ago