{"id":28558585,"url":"https://github.com/yongzhuo/csc_dataset_de3","last_synced_at":"2026-01-29T20:02:28.529Z","repository":{"id":273467237,"uuid":"919812896","full_name":"yongzhuo/csc_dataset_de3","owner":"yongzhuo","description":"dataset of csc, chinese spelling correct / check; 14万中文文本纠错数据集(中文拼写纠错), 主要是\"地得的\"","archived":false,"fork":false,"pushed_at":"2025-04-28T10:04:44.000Z","size":946,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-10T08:09:24.904Z","etag":null,"topics":["chinese-spell-check","chinese-spell-correction","chinese-spelling-correction","csc","dataset","macro-correct","text-correct","text-correction"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/yongzhuo.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,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-01-21T04:06:19.000Z","updated_at":"2025-05-06T02:52:22.000Z","dependencies_parsed_at":"2025-01-21T05:19:42.368Z","dependency_job_id":"c3a31105-0a82-4477-83ae-a4b3dbfe81ab","html_url":"https://github.com/yongzhuo/csc_dataset_de3","commit_stats":null,"previous_names":["yongzhuo/csc_dataset_de3"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/yongzhuo/csc_dataset_de3","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yongzhuo%2Fcsc_dataset_de3","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yongzhuo%2Fcsc_dataset_de3/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yongzhuo%2Fcsc_dataset_de3/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yongzhuo%2Fcsc_dataset_de3/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yongzhuo","download_url":"https://codeload.github.com/yongzhuo/csc_dataset_de3/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yongzhuo%2Fcsc_dataset_de3/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28883986,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-29T19:55:09.949Z","status":"ssl_error","status_checked_at":"2026-01-29T19:55:08.490Z","response_time":59,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["chinese-spell-check","chinese-spell-correction","chinese-spelling-correction","csc","dataset","macro-correct","text-correct","text-correction"],"created_at":"2025-06-10T08:09:18.213Z","updated_at":"2026-01-29T20:02:28.517Z","avatar_url":"https://github.com/yongzhuo.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"---\nlicense: apache-2.0\ntask_categories:\n- text2text-generation\n- text-generation\nlanguage:\n- zh\ntags:\n- csc\n- text-correct\n- macro-correct\n- chinese-spelling-correct\n- corrector\n---\n\n# csc_public_de3数据集\n## 数据来源\n - 1.由人民日报/学习强国/chinese-poetry等高质量数据人工生成;\n - 2.来自人民日报高质量语料;\n - 3.来自学习强国网站的高质量语料;\n - 4.源数据为qwen生成的好词好句;\n - 5.古诗词chinese-poetry; 文言文garychowcmu/daizhigev20;\n\n## 测评指标\n```\n模型[Macropodus/macbert4mdcspell_v1](https://huggingface.co/Macropodus/macbert4mdcspell_v1)\ncommon Sentence Level detection: acc:0.9547, precision:1.0000, recall:0.9547, f1:0.9768\ncommon Sentence Level correction: acc:0.9309, precision:1.0000, recall:0.9309, f1:0.9642\nstrict Sentence Level detection: acc:0.9547, precision:0.9629, recall:0.9547, f1:0.9588\nstrict Sentence Level correction: acc:0.9309, precision:0.9389, recall:0.9309, f1:0.9349\ncommon Token Level correction: precision:0.8865, recall:0.9898, f1:0.9353\ncommon TOken Level correction: precision:0.9797, recall:0.9828, f1:0.9812\n```\n\n## 数据简介\n - 该数据主要为'的地得'纠错;\n - 其中训练数据130753条, 验证数据5545条, 测试数据5545条;\n - 句子平均长度为36, 最长句子长度为414, 最短为5, 95%的为89, 75%的为46, 60%的为34;\n - 每个句子中字的平均错误数为2;\n - 全量数据在HF(包括train.json)：[https://huggingface.co/datasets/Macropodus/csc_public_de3](https://huggingface.co/datasets/Macropodus/csc_public_de3)\n\n\n## 数据详情\n```\n################################################################################################################################\ntrain.json\n130753\navg_errors: 2.074751630937722\navg_length: 36.39140210932063\n414\n5\n95%:  89\n90%:  69\n85%:  58\n80%:  51\n75%:  46\n70%:  41\n60%:  34\n50%:  29\n################################################################################################################################\ndev.json\n5545\navg_errors: 2.047069431920649\navg_length: 35.767177637511274\n278\n5\n95%:  85\n90%:  66\n85%:  56\n80%:  49\n75%:  45\n70%:  41\n60%:  35\n50%:  29\n################################################################################################################################\ntet.json\n5545\navg_errors: 2.028494138863841\navg_length: 35.982326420198376\n277\n5\n95%:  88\n90%:  66\n85%:  56\n80%:  49\n75%:  45\n70%:  41\n60%:  34\n50%:  29\n```\n\n## Cite\nFor citing this dataset, you can refer to the present GitHub project. For example, with BibTeX:\n```\n@software{macro-correct,\n    url = {https://github.com/yongzhuo/macro-correct},\n    author = {Yongzhuo Mo},\n    title = {macro-correct},\n    year = {2025}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyongzhuo%2Fcsc_dataset_de3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyongzhuo%2Fcsc_dataset_de3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyongzhuo%2Fcsc_dataset_de3/lists"}