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:
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
Last updated from:d44034123b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 109 | ||
| source / vignettes | OK | 175 | ||
| linux-release-x86_64 | OK | 119 | ||
| macos-release-arm64 | OK | 126 | ||
| macos-oldrel-arm64 | OK | 128 | ||
| windows-devel | OK | 79 | ||
| windows-release | OK | 77 | ||
| windows-oldrel | OK | 94 | ||
| wasm-release | OK | 101 |
Exports:as.lm_topic_labelsis.lm_topic_labelslabel_topics
Dependencies:askpassbackportscheckmateclicrayoncurlgluehmshttrjsonlitelifecyclemimeopensslpkgconfigprettyunitsprogressR6rlangsysvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Automated Topic Labeling with Language Models | topiclabels-package topiclabels |
| lm_topic_labels object | as.lm_topic_labels is.lm_topic_labels |
| Automatically label topics using language models based on top terms | label_topics label_topics.default label_topics.labelTopics |