{ "_id": "6ab253083d719c1f8408bc46", "Package": "topiclabels", "Type": "Package", "Title": "Automated Topic Labeling with Language Models", "Version": "0.4.0", "Date": "2026-04-27", "Authors@R": "c(person(given = \"Jonas\",\nfamily = \"Rieger\",\nrole = c(\"aut\", \"cre\"),\nemail = \"rieger@statistik.tu-dortmund.de\",\ncomment = c(ORCID = \"0000-0002-0007-4478\")),\nperson(given = \"Fritz\",\nfamily = \"Peters\",\nrole = \"aut\",\nemail = \"fpeters3@sheffield.ac.uk\",\ncomment = c(ORCID = \"0009-0003-8471-4931\")),\nperson(given = \"Andreas\",\nfamily = \"Fischer\",\nrole = \"aut\",\nemail = \"andreasfischer1985@web.de\",\ncomment = c(ORCID = \"0009-0006-0748-6076\")),\nperson(given = \"Tim\",\nfamily = \"Lauer\",\nrole = \"aut\",\nemail = \"tl@leibniz-psychology.org\",\ncomment = c(ORCID = \"0009-0003-1625-1672\")),\nperson(given = \"André\",\nfamily = \"Bittermann\",\nrole = \"aut\",\nemail = \"abi@leibniz-psychology.org\",\ncomment = c(ORCID = \"0000-0003-2942-9831\")))", "Maintainer": "Jonas Rieger ", "Description": "Leveraging (large) language models for automatic topic\nlabeling. The main function converts a list of top terms into a\nlabel for each topic. Hence, it is complementary to any topic\nmodeling package that produces a list of top terms for each\ntopic. While human judgement is indispensable for topic\nvalidation (i.e., inspecting top terms and most representative\ndocuments), automatic topic labeling can be a valuable tool for\nresearchers in various scenarios.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "URL": "https://github.com/PetersFritz/topiclabels", "BugReports": "https://github.com/PetersFritz/topiclabels/issues", "Config/testthat/edition": "3", "Config/pak/sysreqs": "libssl-dev", "Repository": "https://petersfritz.r-universe.dev", "Date/Publication": "2026-04-27 10:09:42 UTC", "RemoteUrl": "https://github.com/petersfritz/topiclabels", "RemoteRef": "HEAD", "RemoteSha": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-22 09:58:08 UTC", "User": "root" }, "Author": "Jonas Rieger [aut, cre] (ORCID:\n),\nFritz Peters [aut] (ORCID: ),\nAndreas Fischer [aut] (ORCID: ),\nTim Lauer [aut] (ORCID: ),\nAndré Bittermann [aut] (ORCID: )", "_user": "petersfritz", "_type": "src", "_file": "topiclabels_0.4.0.tar.gz", "_fileid": "https://r2.ropensci.org/559ed721288d7612ecb40413de169246121b716996c35b979d2a6605b583d3c8", "_filesize": 242977, "_sha256": "559ed721288d7612ecb40413de169246121b716996c35b979d2a6605b583d3c8", "_expires": "2026-12-31T10:05:58.000Z", "_created": "2026-09-22T09:58:08.000Z", "_published": "2026-09-22T10:06:00.115Z", "_jobs": [ { "job": 106699057484, "time": 141, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10688680440" }, { "job": 106699057498, "time": 123, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10688690391" }, { "job": 106699057462, "time": 166, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "10688016522" }, { "job": 106699057404, "time": 175, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "10688456778" }, { "job": 106698166463, "time": 178, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10688545039" }, { "job": 106699057585, "time": 104, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10688396149" }, { "job": 106699057597, "time": 69, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "10689055038" }, { "job": 106699057451, "time": 78, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "10688835158" }, { "job": 106699057479, "time": 68, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "10688256155" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782", "_status": "success", "_upstream": "https://github.com/petersfritz/topiclabels", "_commit": { "id": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "author": "JonasRieger ", "committer": "JonasRieger ", "message": "CRAN 0.4.0\n", "time": 1777284582 }, "_maintainer": { "name": "Jonas Rieger", "email": "rieger@statistik.tu-dortmund.de", "orcid": "0000-0002-0007-4478" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.6.0", "role": "Depends" }, { "package": "checkmate", "version": ">= 1.8.5", "role": "Imports" }, { "package": "httr", "role": "Imports" }, { "package": "progress", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "jsonlite", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "petersfritz", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-42", "n": 3 }, { "week": "2025-44", "n": 1 }, { "week": "2026-17", "n": 2 }, { "week": "2026-18", "n": 1 } ], "_tags": [], "_stars": 8, "_contributors": [ { "user": "jonasrieger", "count": 53, "uuid": 23215382 }, { "user": "abitter", "count": 26, "uuid": 42348155 }, { "user": "petersfritz", "count": 3, "uuid": 123636349 }, { "user": "andreasfischer1985", "count": 2, "uuid": 45405681 }, { "user": "tim-lauer", "count": 1, "uuid": 112890498 } ], "_userbio": { "uuid": 123636349, "type": "user", "name": "Fritz Peters", "followers": 3, "description": "PhD student at the UKRI's Centre for Doctoral Training in Speech and Language Technologies" }, "_downloads": { "count": 334, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/topiclabels" }, "_devurl": "https://github.com/petersfritz/topiclabels", "_searchresults": 4, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/readme.html", "extra/readme.md", "extra/topiclabels.html" ], "_homeurl": "https://github.com/petersfritz/topiclabels", "_realowner": "petersfritz", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2024-07-27" }, { "version": "0.2.0", "date": "2024-10-21" }, { "version": "0.3.0", "date": "2025-10-27" }, { "version": "0.4.0", "date": "2026-04-27" } ], "_exports": [ "as.lm_topic_labels", "is.lm_topic_labels", "label_topics" ], "_help": [ { "page": "topiclabels-package", "title": "Automated Topic Labeling with Language Models", "topics": [ "topiclabels-package", "topiclabels" ] }, { "page": "as.lm_topic_labels", "title": "lm_topic_labels object", "topics": [ "as.lm_topic_labels", "is.lm_topic_labels" ] }, { "page": "label_topics", "title": "Automatically label topics using language models based on top terms", "topics": [ "label_topics", "label_topics.default", "label_topics.labelTopics" ] } ], "_readme": "https://github.com/petersfritz/topiclabels/raw/HEAD/README.md", "_rundeps": [ "askpass", "backports", "checkmate", "cli", "crayon", "curl", "glue", "hms", "httr", "jsonlite", "lifecycle", "mime", "openssl", "pkgconfig", "prettyunits", "progress", "R6", "rlang", "sys", "vctrs" ], "_score": 4.8061799739838875, "_indexed": true, "_nocasepkg": "topiclabels", "_universes": [ "petersfritz" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.0", "date": "2026-09-22T10:00:30.000Z", "distro": "resolute", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/bf01547d4d04d0cc2c3843130857bc47332f18f83cd02662fae33bac7dbc5dbb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" }, { "r": "4.6.1", "os": "linux", "version": "0.4.0", "date": "2026-09-22T10:00:16.000Z", "distro": "resolute", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/e8a337ee583847a81943a89b9e9960ed7e15960c081231c54543ff5577a699f8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" }, { "r": "4.5.3", "os": "mac", "version": "0.4.0", "date": "2026-09-22T10:01:26.000Z", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/6ab7277cbdf1cbd6f7320f5947dad7d168b0cb5babc90a2ddb20262834e2af9b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" }, { "r": "4.6.1", "os": "mac", "version": "0.4.0", "date": "2026-09-22T10:04:25.000Z", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/d38d46d1adb62f521925d41a53acfbda29cd3e90e54ea34b93c8c6dd0ecc7513", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.0", "date": "2026-09-22T10:00:07.000Z", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/b34615946b0b244640330b714765945499092ea401a50f57bb40cf3cb4171dec", "status": "success", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" }, { "r": "4.7.0", "os": "win", "version": "0.4.0", "date": "2026-09-22T09:59:12.000Z", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/9b2c575ec303dbb9a9cf285a69a9448de942357f72e453048a74e7dc0a366823", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" }, { "r": "4.5.3", "os": "win", "version": "0.4.0", "date": "2026-09-22T09:59:27.000Z", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/ba77dab83e78229a279ee3165c72af7def20c90fa6ddb7fba8b7a463c14339e8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" }, { "r": "4.6.1", "os": "win", "version": "0.4.0", "date": "2026-09-22T09:59:14.000Z", "commit": "d44034123bb4e6450ea237b768343b7eb3bb7c3c", "fileid": "https://r2.ropensci.org/7d70c8cd9cddfdd25522ec59219ba75b7cfbf114292588375967908d74594968", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/petersfritz/actions/runs/35713070782" } ] }