YunchengLiang / Bertopic_project Public

Notifications You must be signed in to change notification settings
Fork 0
Star 4

Topic modeling using Bertopic of 3 versions: basic, guided, dynamic, includes side-to-side comparison with Guided LDA

4 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
Notebooks		Notebooks
data		data
README.md		README.md

Repository files navigation

Bertopic_project

Topic modeling using Bertopic of 3 versions: guided, dynamic, semi-supervised, includes side-to-side comparison with Guided LDA

Guided version of bertopic and comparsion with Guided LDA is illustrated in notebook Bertopic_for_spotting_cancel_and_move_conversations_VS_GLDA using telecommunication conversation datasets

Dynamic version of Bertopic is applied upon Elon Musk's tweets between 2015 to 2020 https://www.kaggle.com/datasets/vidyapb/elon-musk-tweets-2015-to-2020

And the semi-supervised version of Bertopic is conducted for Research Articles with labels https://www.kaggle.com/datasets/blessondensil294/topic-modeling-for-research-articles

About

Topic modeling using Bertopic of 3 versions: basic, guided, dynamic, includes side-to-side comparison with Guided LDA

topic-modeling berttopic

Report repository

Releases

No releases published

Packages

No packages published

Languages

Jupyter Notebook 100.0%