Dynamic Topic Modeling

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (20 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Exploring Public Attention in the Circular Economy through Topic Modelling with Twin Hyperparameter Optimisation
  16 May 2024 1 repository listed
  To advance the circular economy (CE), it is crucial to gain insights into the evolution of public attention, cognitive pathways of the masses concerning circular products, and to identify primary concerns.
• ANTM: An Aligned Neural Topic Model for Exploring Evolving Topics
  3 Feb 2023 1 repository listed
  This overlapping sliding window algorithm identifies a different number of topics within each time frame and aligns semantically similar document clusters across time periods.
• Exploring the Political Agenda of the European Parliament Using a Dynamic Topic Modeling Approach
  11 Jul 2016 1 repository listed
  To unveil the plenary agenda and detect latent themes in legislative speeches over time, MEP speech content is analyzed using a new dynamic topic modeling method based on two layers of Non-negative Matrix Factorization…