{"id":13678930,"url":"https://github.com/liuyukid/transformers-ner","last_synced_at":"2025-04-29T16:30:33.431Z","repository":{"id":41555777,"uuid":"262485728","full_name":"liuyukid/transformers-ner","owner":"liuyukid","description":"Pytorch-Named-Entity-Recognition-with-transformers","archived":false,"fork":false,"pushed_at":"2020-06-01T07:33:20.000Z","size":1790,"stargazers_count":209,"open_issues_count":14,"forks_count":44,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-11-11T21:38:06.449Z","etag":null,"topics":["adversarial-training","albert","bert","camembert","crf","distilbert","electra","fgm","ner","pgd","pytorch","roberta","softmax","span","transformers","xlm","xlmroberta"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/liuyukid.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-05-09T04:05:33.000Z","updated_at":"2024-10-10T17:22:59.000Z","dependencies_parsed_at":"2022-08-10T02:50:24.989Z","dependency_job_id":null,"html_url":"https://github.com/liuyukid/transformers-ner","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/liuyukid%2Ftransformers-ner","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/liuyukid%2Ftransformers-ner/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/liuyukid%2Ftransformers-ner/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/liuyukid%2Ftransformers-ner/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/liuyukid","download_url":"https://codeload.github.com/liuyukid/transformers-ner/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251540013,"owners_count":21605830,"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":["adversarial-training","albert","bert","camembert","crf","distilbert","electra","fgm","ner","pgd","pytorch","roberta","softmax","span","transformers","xlm","xlmroberta"],"created_at":"2024-08-02T13:00:59.992Z","updated_at":"2025-04-29T16:30:32.170Z","avatar_url":"https://github.com/liuyukid.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# transformers-ner\n\nPytorch-Named-Entity-Recognition-with-transformers\n\nSupport chinese ner and english ner datasets\n\n## dataset list \n\n1. cluener(chinese)\n2. conll2003(english)\n\n## model_list\n\n1. (bert, albert, electra, roberta, distilbert, camembert, xlm, xlmroberta) + softmax\n2. (bert, albert, electra, roberta, distilbert, camembert, xlm, xlmroberta) + crf\n2. (bert, albert, electra, roberta, distilbert, camembert, xlm, xlmroberta) + span\n\n## requirement\n\n1. Pytorch=1.1.0+\n2. transformers=2.8.0\n\n## run the code\n1. `sh scripts/run_xxx_ner.sh`\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fliuyukid%2Ftransformers-ner","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fliuyukid%2Ftransformers-ner","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fliuyukid%2Ftransformers-ner/lists"}