{"id":55879,"name":"unified-prompt-selection","description":"[TACL 2024] Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis","url":"https://github.com/soheeyang/unified-prompt-selection","last_synced_at":"2025-09-05T14:03:06.581Z","repository":{"id":169014507,"uuid":"644367727","full_name":"soheeyang/unified-prompt-selection","owner":"soheeyang","description":"[TACL 2024] Improving Probability-based Prompt Selection Through Unified Evaluation and Analysis","archived":false,"fork":false,"pushed_at":"2024-11-14T16:23:45.000Z","size":23854,"stargazers_count":11,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-09-01T03:04:05.218Z","etag":null,"topics":[],"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/soheeyang.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.bib","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-05-23T11:23:14.000Z","updated_at":"2025-07-28T12:28:13.000Z","dependencies_parsed_at":"2024-03-12T07:35:06.499Z","dependency_job_id":null,"html_url":"https://github.com/soheeyang/unified-prompt-selection","commit_stats":null,"previous_names":["soheeyang/unified-prompt-selection"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/soheeyang/unified-prompt-selection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soheeyang%2Funified-prompt-selection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soheeyang%2Funified-prompt-selection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soheeyang%2Funified-prompt-selection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soheeyang%2Funified-prompt-selection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/soheeyang","download_url":"https://codeload.github.com/soheeyang/unified-prompt-selection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/soheeyang%2Funified-prompt-selection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273768128,"owners_count":25164464,"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","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"soheeyang","name":"Sohee Yang","uuid":"28291528","kind":"user","description":"PhD student/Intern at UCL/DeepMind. Previously MS student at KAIST AI and research engineer at Naver Clova. NLP \u0026 ML. Wherever curiosity leads me.","email":"","website":"https://soheeyang.github.io","location":"London, United Kingdom","twitter":"soheeyang_","company":"UCL/DeepMind","icon_url":"https://avatars.githubusercontent.com/u/28291528?u=d930561022b158aff86f3127c2f83eb2c5d844e5\u0026v=4","repositories_count":25,"last_synced_at":"2025-09-01T02:42:56.910Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/soheeyang","funding_links":[],"total_stars":34,"followers":161,"following":14,"created_at":"2023-05-24T13:38:20.950Z","updated_at":"2025-09-01T02:42:56.910Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/soheeyang","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/soheeyang/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"soheeyang/unified-prompt-selection","html_url":"https://github.com/soheeyang/unified-prompt-selection","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-01T04:09:49.343Z","updated_at":"2025-09-02T19:21:27.351Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/soheeyang%2Funified-prompt-selection","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/soheeyang%2Funified-prompt-selection/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{"COLLABORATOR":4},"issue_authors":{},"pull_request_authors":{"gimmaru":4},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10100117,"issues_count":31473266,"pull_requests_count":97445500,"authors_count":10702683,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{"COLLABORATOR":1},"past_year_issue_authors":{},"past_year_pull_request_authors":{"gimmaru":1},"maintainers":[{"login":"gimmaru","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gimmaru"}],"active_maintainers":[{"login":"gimmaru","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/gimmaru"}]},"events":{"total":{"WatchEvent":1,"PushEvent":1,"PullRequestEvent":2,"CreateEvent":1},"last_year":{"WatchEvent":1,"PushEvent":1,"PullRequestEvent":2,"CreateEvent":1}},"keywords":[],"dependencies":[{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-03-12T07:35:05.801Z","updated_at":"2024-03-12T07:35:05.801Z","repository_link":"https://github.com/soheeyang/unified-prompt-selection/blob/main/requirements.txt","dependencies":[{"id":16760747048,"package_name":"accelerate","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747049,"package_name":"transformers","ecosystem":"pypi","requirements":"==4.27.1","direct":true,"kind":"runtime","optional":false},{"id":16760747050,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747051,"package_name":"datasets","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747052,"package_name":"huggingface_hub","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747053,"package_name":"jinja2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747054,"package_name":"sentencepiece","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747055,"package_name":"protobuf","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747056,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747057,"package_name":"isort","ecosystem":"pypi","requirements":"==5.8.0","direct":true,"kind":"runtime","optional":false},{"id":16760747058,"package_name":"pyyaml","ecosystem":"pypi","requirements":"\u003e=5","direct":true,"kind":"runtime","optional":false},{"id":16760747059,"package_name":"plotly","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747060,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747061,"package_name":"pandas","ecosystem":"pypi","requirements":"==1.5.3","direct":true,"kind":"runtime","optional":false},{"id":16760747062,"package_name":"py7zr","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":16760747063,"package_name":"hydra-core","ecosystem":"pypi","requirements":"==1.3.2","direct":true,"kind":"runtime","optional":false},{"id":16760747064,"package_name":"pytimedinput","ecosystem":"pypi","requirements":"==2.0.1","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:31.970Z","updated_at":"2025-10-07T08:22:05.979Z","avatar_url":"https://github.com/soheeyang.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/55879","html_url":"https://science.ecosyste.ms/projects/55879","bibtex_url":"https://science.ecosyste.ms/projects/55879/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/55879/export.apalike"}