{"id":15950445,"url":"https://github.com/omkarborhade98/text_summarization","last_synced_at":"2025-04-04T04:26:58.407Z","repository":{"id":214961523,"uuid":"737774218","full_name":"OmkarBorhade98/Text_Summarization","owner":"OmkarBorhade98","description":"Text Summarization using NLP","archived":false,"fork":false,"pushed_at":"2024-01-20T10:35:29.000Z","size":119,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-09T16:10:01.745Z","etag":null,"topics":["nlp","tokenizers","transformers"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/OmkarBorhade98.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":"2024-01-01T13:00:03.000Z","updated_at":"2024-01-10T16:32:56.000Z","dependencies_parsed_at":"2024-10-29T20:12:59.422Z","dependency_job_id":null,"html_url":"https://github.com/OmkarBorhade98/Text_Summarization","commit_stats":null,"previous_names":["omkarborhade98/text-summarization","omkarborhade98/text_summarization"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmkarBorhade98%2FText_Summarization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmkarBorhade98%2FText_Summarization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmkarBorhade98%2FText_Summarization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OmkarBorhade98%2FText_Summarization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OmkarBorhade98","download_url":"https://codeload.github.com/OmkarBorhade98/Text_Summarization/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247120714,"owners_count":20886961,"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":["nlp","tokenizers","transformers"],"created_at":"2024-10-07T12:59:20.250Z","updated_at":"2025-04-04T04:26:58.387Z","avatar_url":"https://github.com/OmkarBorhade98.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Text Summarization Project\n\n------- Project Work in Progress -------\n\n### Create Conda Environment\n```\nconda env create -f environment.yml\n```\n\n### Model Information\n- Dataset : [samsum](https://huggingface.co/datasets/samsum)\n- Pre-Trained Tokenizer : [google/pegasus-cnn_dailymail](https://huggingface.co/google/pegasus-cnn_dailymail)\n- Pre-Trained Model : [google/pegasus-cnn_dailymail](https://huggingface.co/google/pegasus-cnn_dailymail)\n\n### Citation\n```\n@inproceedings{gliwa-etal-2019-samsum,\n    title = \"{SAMS}um Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization\",\n    author = \"Gliwa, Bogdan  and\n      Mochol, Iwona  and\n      Biesek, Maciej  and\n      Wawer, Aleksander\",\n    booktitle = \"Proceedings of the 2nd Workshop on New Frontiers in Summarization\",\n    month = nov,\n    year = \"2019\",\n    address = \"Hong Kong, China\",\n    publisher = \"Association for Computational Linguistics\",\n    url = \"https://www.aclweb.org/anthology/D19-5409\",\n    doi = \"10.18653/v1/D19-5409\",\n    pages = \"70--79\"\n}\n```\n\n```\n@misc{zhang2019pegasus,\n    title={PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization},\n    author={Jingqing Zhang and Yao Zhao and Mohammad Saleh and Peter J. Liu},\n    year={2019},\n    eprint={1912.08777},\n    archivePrefix={arXiv},\n    primaryClass={cs.CL}\n}\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomkarborhade98%2Ftext_summarization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fomkarborhade98%2Ftext_summarization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomkarborhade98%2Ftext_summarization/lists"}