{"id":21010916,"url":"https://github.com/miserman/dictionary_builder","last_synced_at":"2025-08-23T13:33:43.419Z","repository":{"id":212879123,"uuid":"732501694","full_name":"miserman/dictionary_builder","owner":"miserman","description":"Web tool to help build 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app to help create and analyze text analysis dictionaries.\n\n# Features\n\n**Import** an existing dictionary (such as from [osf.io/y6g5b](https://osf.io/y6g5b/)), or start from scratch.\n\nImported dictionaries are saved locally with every edit, which can be encrypted.\n\nAs part of _creation_, you can...\n\n- add fixed or fuzzy (glob or regex) terms,\n- add suggested terms based on word-form matching, embeddings-based similarity, or wordnet-based similarity,\n- and assign terms a sense and category weights (directly, or automatically based on similarity to a given set of terms).\n\nAs part of _analysis_, the tool will...\n\n- expand fuzzy terms using a word list extracted from embeddings,\n- suggest senses from a wordnet, ranked by similarity to other terms that share a category,\n- and calculate similarity to terms within select categories to visualize as a graph.\n\n**Export** dictionaries in common formats, such as those accepts by [lingmatch](https://miserman.github.io/lingmatch/) for processing in R, and [adicat](https://miserman.github.io/adicat/highlight/) for processing in browser.\n\n# Sources\n\nTerm associations come from the pre-trained embeddings spaces available at [osf.io/489he](https://osf.io/489he/).\n\nSynsets are from the [Open English WordNet](https://github.com/globalwordnet/english-wordnet), with some added information:\n\n- clusters from a [Coarse Sense Inventory](https://sapienzanlp.github.io/csi/)\n- frequencies from an [evaluation framework](http://lcl.uniroma1.it/wsdeval/), which come from [SemCor](https://web.eecs.umich.edu/~mihalcea/downloads.html#semcor) and [OMSTI](https://www.comp.nus.edu.sg/~nlp/corpora.html)\n- BabelNet IDs from another [evaluation framwork](https://sapienzanlp.github.io/xl-wsd/docs/data/), as mapped from SemCor labels\n\nAdditional associated terms are from [ConceptNet](https://github.com/commonsense/conceptnet5).\n\nThe [preprocess.R](/preprocess.R) script was used to make the resources from these sources that are used within the app.\n\nSome background to this tool is discussed in [Introduction to Dictionary Creation](https://miserman.github.io/lingmatch/articles/dictionary_creation.html).\n\n# Testing\n\nTests depend on a running dev server, which can be started with the `test-serve` command:\n\n```sh\nnpm run test-serve\n```\n\nAfter the site has been compiled, the tests can be run:\n\n```sh\nnpm run test\n```\n\nNote: visit `http://localhost:3000/dictionary_builder` to compile before running tests.\n\nSee [current coverage](https://miserman.github.io/dictionary_builder/coverage/).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmiserman%2Fdictionary_builder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmiserman%2Fdictionary_builder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmiserman%2Fdictionary_builder/lists"}