{ "_id": "6ae37fcf327abcdf86867403", "Package": "ssdiff", "Title": "Supervised Semantic Differential", "Version": "0.1.0", "Authors@R": "c(\nperson(\"Paweł\", \"Lenartowicz\", email = \"pawellenartowicz@europe.com\",\nrole = c(\"aut\", \"cre\")),\nperson(\"Hubert\", \"Plisiecki\", email = \"hplisiecki@gmail.com\",\nrole = \"aut\"),\nperson(\"Jason\", \"Miller\", role = c(\"ctb\", \"cph\"),\ncomment = \"Preact (MIT licence), bundled in inst/page_template.html\"),\nperson(\"Google Inc.\", role = \"cph\",\ncomment = \"htm (Apache-2.0 licence), bundled in inst/page_template.html\")\n)", "Description": "Interpretable, embedding-based analysis of concept meaning\nin text. Builds per-document concept vectors from local\ncontexts around seed words, learns a semantic gradient that\npredicts a numeric outcome or separates groups, and interprets\nit through the nearest neighbours of each pole, clusters of\nthose neighbours, text snippets and per-document scores. The\nmethod is described in Plisiecki, Lenartowicz, Pokropek,\nMałyska and Flakus (2025) . A\nport of the 'Python' package 'ssdiff'.", "License": "GPL (>= 3)", "URL": "https://github.com/pawlenartowicz/ssdiff-r", "BugReports": "https://github.com/pawlenartowicz/ssdiff-r/issues", "Additional_repositories": "https://pawlenartowicz.r-universe.dev", "Config/testthat/edition": "3", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Repository": "https://pawlenartowicz.r-universe.dev", "Date/Publication": "2026-10-29 14:44:25 UTC", "RemoteUrl": "https://github.com/pawlenartowicz/ssdiff-r", "RemoteRef": "HEAD", "RemoteSha": "a6ba4c2eb986feb73ec25794da70688b95ddbc9b", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-29 17:12:24 UTC", "User": "root" }, "Author": "Paweł Lenartowicz [aut, cre],\nHubert Plisiecki [aut],\nJason Miller [ctb, cph] (Preact (MIT licence), bundled in\ninst/page_template.html),\nGoogle Inc. 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