{"id":13754420,"url":"https://github.com/ACL2020SpellGCN/SpellGCN","last_synced_at":"2025-05-09T22:32:26.967Z","repository":{"id":37708443,"uuid":"226898651","full_name":"ACL2020SpellGCN/SpellGCN","owner":"ACL2020SpellGCN","description":"SpellGCN","archived":false,"fork":false,"pushed_at":"2021-02-28T09:22:00.000Z","size":26288,"stargazers_count":243,"open_issues_count":17,"forks_count":63,"subscribers_count":8,"default_branch":"master","last_synced_at":"2024-11-16T07:33:34.720Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://arxiv.org/abs/2004.14166","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/ACL2020SpellGCN.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":"2019-12-09T15:02:54.000Z","updated_at":"2024-11-11T07:59:51.000Z","dependencies_parsed_at":"2022-07-08T01:31:05.462Z","dependency_job_id":null,"html_url":"https://github.com/ACL2020SpellGCN/SpellGCN","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/ACL2020SpellGCN%2FSpellGCN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ACL2020SpellGCN%2FSpellGCN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ACL2020SpellGCN%2FSpellGCN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ACL2020SpellGCN%2FSpellGCN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ACL2020SpellGCN","download_url":"https://codeload.github.com/ACL2020SpellGCN/SpellGCN/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253336078,"owners_count":21892781,"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":[],"created_at":"2024-08-03T09:01:58.979Z","updated_at":"2025-05-09T22:32:21.957Z","avatar_url":"https://github.com/ACL2020SpellGCN.png","language":"Python","funding_links":[],"categories":["其他_NLP自然语言处理"],"sub_categories":["其他_文本生成、文本对话"],"readme":"# SpellGCN\n\n[SpellGCN](https://arxiv.org/abs/2004.14166) is a method for chinese spelling check, which embeds the visual and phological knowledge into BERT.\nThis repository contains data, evaluation and training scripts.\n\nCitation:\n\n```\n@inproceedings{DBLP:journals/corr/abs-2004-14166,\n  author    = {Xingyi Cheng and\n               Weidi Xu and\n               Kunlong Chen and\n               Shaohua Jiang and\n               Feng Wang and\n               Taifeng Wang and\n               Wei Chu and\n               Yuan Qi},\n  title={SpellGCN: Incorporating Phonological and Visual Similarities into\n               Language Models for Chinese Spelling Check},\n  booktitle={ACL},\n  year={2020}\n}\n\n```\nThis is the official code for paper titled \"SpellGCN: Incorporating Phonological and Visual Similarities into Chinese Spelling Check\".\n\n## How to run?\n\nThe code is based on Tensorflow==1.13.1 and python 2.7 or higher\n\nRun commands as follows:\n\n```\ncd scripts/\nconda create -n spellgcn python=2.7.1\nsource activate spellgcn\npip install tensorflow==1.13.1\nsh run.sh\n```\n\nNote: Since SpellGCN is based on BERT, the path to the BERT directory should be provided in the run.sh.\nThe default training data is the combination of data samples from SIGHAN13, SIGHAN14, SIGHAN15.\nThe additional 270K data samples are absent here due to the lack of permission.\n\n## Contact\nfanyin.cxy@alibaba-inc.com and weidi.xwd@alibaba-inc.com\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FACL2020SpellGCN%2FSpellGCN","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FACL2020SpellGCN%2FSpellGCN","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FACL2020SpellGCN%2FSpellGCN/lists"}