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✨ Awesome - A curated list of amazing Topic Models (implementations, libraries, and resources)
Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at different periods, and aligns document clusters to represent topic evolution.
This package consists of functionalities for dynamic topic modelling and its visualization
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion (ACL 2024 Findings)
Implementation of the Multilingual Dynamic Topic Model as presented in our paper
The aim of this project is to use the text from biomedical and life science literature to gain insights on research topic trends over time.
Topic modeling for NYT articles.
Automatically extract skills from HTML job ads to understand their relevance over time. Uses Python, translation, NLP, topic modeling and dynamic topic modeling. Three parts: Translation & Preprocessing, Skill Section Extraction, Skill Analysis.
2nd place at ACDH virtual Open Data hackathon series 2019: International Open Data Day
Scripts for the MA research about Brazil’s parliamentary discourses dynamics on the Amazon rainforest.
Dynamic Topic Explorer & Context Tracker
Add a description, image, and links to the dynamic-topic-modeling topic page so that developers can more easily learn about it.
To associate your repository with the dynamic-topic-modeling topic, visit your repo's landing page and select "manage topics."