topic-models

#自然语言处理#Leveraging BERT and c-TF-IDF to create easily interpretable topics.

#自然语言处理#A Toolkit for Industrial Topic Modeling

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

#自然语言处理#Python package of Tomoto, the Topic Modeling Tool

#自然语言处理#A Topic Modeling System Toolkit (ACL 2024 Demo)

Biterm Topic Model

#自然语言处理#An R package for Keyword Assisted Topic Models

implemented : lsa, plsa, lda

#自然语言处理#A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM

#自然语言处理#✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)

#自然语言处理#Biterm Topic Model (BTM): modeling topics in short texts

#自然语言处理#A Java package for the LDA and DMM topic models

Papers of Neural Topic Models (NTMs)

#自然语言处理#A Latent Dirichlet Allocation implementation in Python.

A collection of topic diversity measures for topic modeling

Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)

#自然语言处理#A versatile Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sci...

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

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

How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119