{"id":13562188,"url":"https://github.com/geoffbacon/cerberus","last_synced_at":"2025-04-03T18:32:51.913Z","repository":{"id":136132928,"uuid":"215898732","full_name":"geoffbacon/cerberus","owner":"geoffbacon","description":"Cerberus is an app that reduces the annotation burden of linguists","archived":false,"fork":false,"pushed_at":"2020-11-10T00:45:08.000Z","size":595,"stargazers_count":2,"open_issues_count":6,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-11-04T14:43:52.502Z","etag":null,"topics":["allennlp","linguistics","natural-language-processing","streamlit"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/geoffbacon.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2019-10-17T22:50:20.000Z","updated_at":"2020-11-10T00:45:10.000Z","dependencies_parsed_at":null,"dependency_job_id":"c383d597-466c-4136-a5ce-7ce9302b7245","html_url":"https://github.com/geoffbacon/cerberus","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geoffbacon%2Fcerberus","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geoffbacon%2Fcerberus/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geoffbacon%2Fcerberus/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/geoffbacon%2Fcerberus/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/geoffbacon","download_url":"https://codeload.github.com/geoffbacon/cerberus/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247056933,"owners_count":20876481,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["allennlp","linguistics","natural-language-processing","streamlit"],"created_at":"2024-08-01T13:01:05.585Z","updated_at":"2025-04-03T18:32:51.268Z","avatar_url":"https://github.com/geoffbacon.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# Cerberus\n\n### What is Cerberus?\n\nCerberus is an app that reduces the annotation burden of linguists. It does this by making it easy for linguists to apply state-of-the-art natural language processing models to their data. Given some initial data, these models learn to perform linguistic annotation tasks themselves. They can then automatically perform those tasks on a much larger dataset, reducing the manual labour of a linguist. The models are not perfect and are designed to help bootstrap a linguistic project.\n\nCerberus currently supports the following tasks:\n\n- **POS tagging**: Assigning a syntactic category to each word.\n- **Translation**: Automatically translating from one language to another.\n- **Classification**: Assigning a user-defined label to a word, sentence or paragraph.\n\nComing soon:\n\n- **Spelling correction**: Correcting misspelt words.\n- **Morphological analysis**: Assigning morphosyntactic features to each word.\n- **Language modeling**: Generating grammatical sentences.\n\nCerberus is built on top of [AllenNLP](https://allennlp.org/) and [Streamlit](https://streamlit.io/).\n\n![Cerberus' home page](home-page.png)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeoffbacon%2Fcerberus","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgeoffbacon%2Fcerberus","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgeoffbacon%2Fcerberus/lists"}