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List of works by David Mimno

Beyond Digital Incunabula: Modeling the Next Generation of Digital Libraries

Bibliometric impact measures leveraging topic analysis

Computational historiography

Database of NIH grants using machine-learned categories and graphical clustering

scientific article published on June 2011

Efficient methods for topic model inference on streaming document collections

article

Evaluation methods for topic models

Expertise modeling for matching papers with reviewers

article published in 2007

Finding a catalog

article published in 2005

Hierarchical Catalog Records

InterNano: e-Science for the Nanomanufacturing Community

LLMs as Research Tools: Applications and Evaluations in HCI Data Work

scientific article published on 11 May 2024

Mining a digital library for influential authors

Mixtures of hierarchical topics with Pachinko allocation

Organizing the OCA

Polylingual topic models

Pulling out the stops: Rethinking stopword removal for topic models

scientific article published in April 2017

Topic models for taxonomies

Understanding text pre-processing for latent Dirichlet allocation ⬇️

scientific article published in 2017

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