Package: topiclabels 0.4.0

Jonas Rieger

topiclabels: Automated Topic Labeling with Language Models

Leveraging (large) language models for automatic topic labeling. The main function converts a list of top terms into a label for each topic. Hence, it is complementary to any topic modeling package that produces a list of top terms for each topic. While human judgement is indispensable for topic validation (i.e., inspecting top terms and most representative documents), automatic topic labeling can be a valuable tool for researchers in various scenarios.

Authors:Jonas Rieger [aut, cre], Fritz Peters [aut], Andreas Fischer [aut], Tim Lauer [aut], André Bittermann [aut]

topiclabels_0.4.0.tar.gz
topiclabels_0.4.0.zip(r-4.7)topiclabels_0.4.0.zip(r-4.6)topiclabels_0.4.0.zip(r-4.5)
topiclabels_0.4.0.tgz(r-4.6-any)topiclabels_0.4.0.tgz(r-4.5-any)
topiclabels_0.4.0.tar.gz(r-4.7-any)topiclabels_0.4.0.tar.gz(r-4.6-any)
topiclabels_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
topiclabels/json (API)

# Install 'topiclabels' in R:
install.packages('topiclabels', repos = c('https://petersfritz.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/petersfritz/topiclabels/issues

On CRAN:

Conda:

4.81 score 8 stars 4 scripts 444 downloads 3 exports 20 dependencies

Last updated from:d44034123b. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK109
source / vignettesOK175
linux-release-x86_64OK119
macos-release-arm64OK126
macos-oldrel-arm64OK128
windows-develOK79
windows-releaseOK77
windows-oldrelOK94
wasm-releaseOK101

Exports:as.lm_topic_labelsis.lm_topic_labelslabel_topics

Dependencies:askpassbackportscheckmateclicrayoncurlgluehmshttrjsonlitelifecyclemimeopensslpkgconfigprettyunitsprogressR6rlangsysvctrs

Readme and manuals

Help Manual

Help pageTopics
Automated Topic Labeling with Language Modelstopiclabels-package topiclabels
lm_topic_labels objectas.lm_topic_labels is.lm_topic_labels
Automatically label topics using language models based on top termslabel_topics label_topics.default label_topics.labelTopics