{"id":19168385,"url":"https://github.com/bloomberg/kbir_keybart","last_synced_at":"2025-05-07T14:42:01.998Z","repository":{"id":50252235,"uuid":"501324080","full_name":"bloomberg/kbir_keybart","owner":"bloomberg","description":"Experimental code used in pre-training the KBIR and KeyBART models","archived":false,"fork":false,"pushed_at":"2022-07-08T16:56:37.000Z","size":30,"stargazers_count":26,"open_issues_count":0,"forks_count":3,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-04-19T23:31:58.454Z","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":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/bloomberg.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}},"created_at":"2022-06-08T16:12:41.000Z","updated_at":"2025-03-19T22:26:13.000Z","dependencies_parsed_at":"2022-08-22T07:00:48.412Z","dependency_job_id":null,"html_url":"https://github.com/bloomberg/kbir_keybart","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/bloomberg%2Fkbir_keybart","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bloomberg%2Fkbir_keybart/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bloomberg%2Fkbir_keybart/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bloomberg%2Fkbir_keybart/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bloomberg","download_url":"https://codeload.github.com/bloomberg/kbir_keybart/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252897465,"owners_count":21821443,"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":"2024-11-09T09:42:29.580Z","updated_at":"2025-05-07T14:42:01.972Z","avatar_url":"https://github.com/bloomberg.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Description\nThis repository contains the experimental code used in pre-training the KBIR and KeyBART models as described in Learning Rich Representation for Keyphrases (https://arxiv.org/pdf/2112.08547.pdf) and to appear in Findings of NAACL 2022.\n\nSome of the code builds on top of code from HuggingFace Transformers (https://github.com/huggingface/transformers) and also takes inspiration from SpanBERT (https://github.com/facebookresearch/SpanBERT)\n\n# Running the pre-training\nUse the two bash scripts for running pre-training for KBIR and KeyBART respectively.\n\n# Accessing Pre-trained models\nModels are uploaded to HuggingFace along with Model Cards describing usage.\n\nKBIR: https://huggingface.co/bloomberg/KBIR\n\nKeyBART: https://huggingface.co/bloomberg/KeyBART\n\n## Citation\n```\n  @article{kulkarni2021kbirkeybart,\n        title={Learning Rich Representation of Keyphrases from Text},\n        author={Mayank Kulkarni and Debanjan Mahata and Ravneet Arora and Rajarshi Bhowmik},\n        journal={arXiv preprint arXiv:2112.08547},\n        year={2021}\n      }\n```\n\n## License\nKBIR and KeyBART are Apache 2.0. The license applies to the pre-trained models as well.\n\n# Contact\nFor any questions reach out to mkulkarni24@bloomberg.net\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbloomberg%2Fkbir_keybart","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbloomberg%2Fkbir_keybart","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbloomberg%2Fkbir_keybart/lists"}