{"id":23197157,"url":"https://github.com/disk0dancer/rubert-finetuned-pos","last_synced_at":"2025-09-20T03:33:03.706Z","repository":{"id":229400927,"uuid":"776641298","full_name":"disk0Dancer/rubert-finetuned-pos","owner":"disk0Dancer","description":"Course work 3rd year","archived":false,"fork":false,"pushed_at":"2024-11-17T10:37:37.000Z","size":4133,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-10T16:57:34.107Z","etag":null,"topics":[],"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/disk0Dancer.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":"2024-03-24T04:02:18.000Z","updated_at":"2024-11-17T10:37:40.000Z","dependencies_parsed_at":null,"dependency_job_id":"d09f2ad7-a10a-4f23-a03b-2eac4b24aa51","html_url":"https://github.com/disk0Dancer/rubert-finetuned-pos","commit_stats":null,"previous_names":["disk0dancer/rubert-finetuned-pos"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/disk0Dancer%2Frubert-finetuned-pos","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/disk0Dancer%2Frubert-finetuned-pos/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/disk0Dancer%2Frubert-finetuned-pos/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/disk0Dancer%2Frubert-finetuned-pos/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/disk0Dancer","download_url":"https://codeload.github.com/disk0Dancer/rubert-finetuned-pos/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247312098,"owners_count":20918341,"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":"2024-12-18T14:28:12.368Z","updated_at":"2025-09-20T03:33:03.698Z","avatar_url":"https://github.com/disk0Dancer.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Репозитория с кодом и документацией к курсовой работе 3 курс\n\n**Аннотация**: модель разработана для предобработки текстов, в задаче машинного перевода, с целью изменения порядка слов в последовательности, чтобы улучшить качество перевода.\n\n**Тема**: Разработка модели для определения скелетной структуры текста, представленного на русском или английском языке\n\n**Автор**: Чураков Григорий Александрович\n\n**Руководитель**: Мыльников Леонид Александрович\n\n**Ключевые слова**: частеречная разметка, морфологический анализ словоформ, обработка естественного языка.\n\n\n## Информация о директориях\n\n- `./data-preparation` - в директории расположены дотасет, исходники, код предобработки\n- `./docs` - директория содержит документацию к курсовой работе\n- `./gradio-app` - директори Содержит код десонстрационного приложения для взаимодействия с моделью\n- `./model-finetuning` - директори содержит код моделі, а также Процесса обучения\n\n\n\n\n# Repository with code and documentation for coursework 3rd year\n\n**Annotation:** The model is designed for text preprocessing, in a machine translation problem, with the aim of changing the order of words in a sequence to improve the quality of translation.\n\n**Topic:** Development of a model for determining the skeletal structure of text presented in Russian or English\n\n**Author:** Churakov Grigory Alexandrovich\n\n**Head:** Leonid Aleksandrovich Mylnikov\n\n**Keywords:** part of speech tagging, morphological analysis of word forms, natural language processing.\n\n\n## Content Information\n\n- `./data-preparation` - dataset, sources, preprocessing code are located in the directory\n- `./docs - directory` contains documentation for coursework\n- `./gradio-app` - director Contains the code of the demonstation application for interacting with the model\n- `./model-finetuning` - the director contains the code of the modelі, as well as the Training Process\n\n\n## Citation\n\n```\n@misc{churakov2024postagginghighlightskeletalstructure,\n      title={POS-tagging to highlight the skeletal structure of sentences}, \n      author={Grigorii Churakov},\n      year={2024},\n      eprint={2411.14393},\n      archivePrefix={arXiv},\n      primaryClass={cs.CL},\n      url={https://arxiv.org/abs/2411.14393}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdisk0dancer%2Frubert-finetuned-pos","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdisk0dancer%2Frubert-finetuned-pos","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdisk0dancer%2Frubert-finetuned-pos/lists"}