{"id":20779464,"url":"https://github.com/freedomintelligence/dptdr","last_synced_at":"2025-04-30T19:44:53.164Z","repository":{"id":60238239,"uuid":"528670294","full_name":"FreedomIntelligence/DPTDR","owner":"FreedomIntelligence","description":"Code for COLING22 paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval","archived":false,"fork":false,"pushed_at":"2023-08-07T23:59:46.000Z","size":41,"stargazers_count":25,"open_issues_count":3,"forks_count":5,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-30T19:22:41.756Z","etag":null,"topics":["dense-retrieval","information-retrieval","p-tuning","prompt-learning","prompt-tuning","question-answering"],"latest_commit_sha":null,"homepage":"","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/FreedomIntelligence.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":"2022-08-25T02:46:10.000Z","updated_at":"2024-12-09T08:33:17.000Z","dependencies_parsed_at":"2022-09-27T03:50:19.318Z","dependency_job_id":null,"html_url":"https://github.com/FreedomIntelligence/DPTDR","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/FreedomIntelligence%2FDPTDR","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FreedomIntelligence%2FDPTDR/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FreedomIntelligence%2FDPTDR/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FreedomIntelligence%2FDPTDR/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/FreedomIntelligence","download_url":"https://codeload.github.com/FreedomIntelligence/DPTDR/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251773059,"owners_count":21641556,"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":["dense-retrieval","information-retrieval","p-tuning","prompt-learning","prompt-tuning","question-answering"],"created_at":"2024-11-17T13:28:03.016Z","updated_at":"2025-04-30T19:44:53.138Z","avatar_url":"https://github.com/FreedomIntelligence.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction\nCode for the paper, DPTDR: Deep Prompt Tuning for Dense Passage Retrieval. We mainly develped our code based on [coCondenser](https://github.com/luyug/Dense.git) and [P-tuning v2](https://github.com/THUDM/P-tuning-v2).\n\n## Installation\n\nFor environment, please run `sh install_env.sh` in a clean conda environment of `python\u003e=3.7`.\nThen just run `pip install -e .`.\n\n## Reproduction for MS-MARCO\nPlease refer to `examples/msmarco-passage-ranking`.\n\n## Reproduction for Natural Questions\nPlease refer to `examples/natural-questions`.\n\n## References\n\n\n\n```bibtex\n@article{tang2022dptdr,\n  title={DPTDR: Deep Prompt Tuning for Dense Passage Retrieval},\n  author={Tang, Zhengyang and Wang, Benyou and Yao, Ting},\n  journal={arXiv preprint arXiv:2208.11503},\n  year={2022}\n}\n```\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffreedomintelligence%2Fdptdr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffreedomintelligence%2Fdptdr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffreedomintelligence%2Fdptdr/lists"}