{"id":18887140,"url":"https://github.com/thunlp-mt/selfsupervisedqe","last_synced_at":"2025-06-30T02:36:13.925Z","repository":{"id":86099743,"uuid":"402709098","full_name":"THUNLP-MT/SelfSupervisedQE","owner":"THUNLP-MT","description":"Self-Supervised Quality Estimation for Machine Translation","archived":false,"fork":false,"pushed_at":"2021-11-26T06:40:39.000Z","size":19,"stargazers_count":6,"open_issues_count":3,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-14T22:52:56.801Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/THUNLP-MT.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}},"created_at":"2021-09-03T09:02:45.000Z","updated_at":"2024-05-21T03:35:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"b61132a2-9578-4a58-882b-b7b4ea6ba01a","html_url":"https://github.com/THUNLP-MT/SelfSupervisedQE","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/THUNLP-MT/SelfSupervisedQE","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/THUNLP-MT%2FSelfSupervisedQE","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/THUNLP-MT%2FSelfSupervisedQE/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/THUNLP-MT%2FSelfSupervisedQE/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/THUNLP-MT%2FSelfSupervisedQE/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/THUNLP-MT","download_url":"https://codeload.github.com/THUNLP-MT/SelfSupervisedQE/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/THUNLP-MT%2FSelfSupervisedQE/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262699533,"owners_count":23350317,"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":"2024-11-08T07:34:44.458Z","updated_at":"2025-06-30T02:36:13.912Z","avatar_url":"https://github.com/THUNLP-MT.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SelfSupervisedQE\n\nSelf-Supervised Quality Estimation for Machine Translation\n\nPlease cite:\n\n```\n@inproceedings{Zheng:2021:EMNLP,\n    title = \"Self-Supervised Quality Estimation for Machine Translation\",\n    author = \"Zheng, Yuanhang and Tan, Zhixing and Zhang, Meng and Maimaiti, Mieradilijiang and Luan, Huanbo and Sun, Maosong and Liu, Qun and Liu, Yang\",\n    booktitle = \"EMNLP\",\n    year = \"2021\"\n}\n```\n\n## Requirements\n\nPython 3.6\n\ntorch\u003e=1.4.0\n\ntransformers\u003e=4.4.2\n\npandas\u003e=1.0.5\n\nNote that we should slightly modify the file `tokenization_bert.py` in Transformers library to normally run the code, therefore please copy the file `tokenization_bert.py` in this repository to replace the corresponding file in the Transformer library.\n\n## Usage\n\nData download: please refer to the script `download_data.sh`.\n\nTraining: please refer to the script `train.sh`.\n\nInference: please refer to the script `predict.sh`.\n\n## Contact\n\nIf you have questions, suggestions and bug reports, please email [zyh971025@126.com](mailto:zyh971025@126.com).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthunlp-mt%2Fselfsupervisedqe","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthunlp-mt%2Fselfsupervisedqe","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthunlp-mt%2Fselfsupervisedqe/lists"}