{"id":19467592,"url":"https://github.com/thunlp/dkrl","last_synced_at":"2025-07-18T15:37:42.230Z","repository":{"id":89615954,"uuid":"58994729","full_name":"thunlp/DKRL","owner":"thunlp","description":"Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI-2016)","archived":false,"fork":false,"pushed_at":"2019-05-27T03:56:38.000Z","size":13888,"stargazers_count":53,"open_issues_count":6,"forks_count":17,"subscribers_count":6,"default_branch":"master","last_synced_at":"2025-04-25T11:41:44.418Z","etag":null,"topics":["knowledge-embedding"],"latest_commit_sha":null,"homepage":"","language":"C++","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/thunlp.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":"2016-05-17T06:02:31.000Z","updated_at":"2025-01-19T12:13:24.000Z","dependencies_parsed_at":null,"dependency_job_id":"14d11c9b-204b-4631-8709-e478f2eb28a7","html_url":"https://github.com/thunlp/DKRL","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/thunlp/DKRL","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thunlp%2FDKRL","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thunlp%2FDKRL/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thunlp%2FDKRL/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thunlp%2FDKRL/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thunlp","download_url":"https://codeload.github.com/thunlp/DKRL/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thunlp%2FDKRL/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265787029,"owners_count":23828364,"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":["knowledge-embedding"],"created_at":"2024-11-10T18:36:09.996Z","updated_at":"2025-07-18T15:37:42.222Z","avatar_url":"https://github.com/thunlp.png","language":"C++","readme":"# DKRL\n\nNew: Add entity type information \n\n\n# INTRODUCTION\n\nDescription-Embodied Knowledge Representation Learning (DKRL)\n\nRepresentation Learning of Knowledge Graphs with Entity Descriptions (AAAI'16)\n\nRuobing Xie\n\n\n# COMPILE\n\nJust type make in the folder ./\n\n\n# NOTE\n\nPre-trained embeddings for entity/relation/word are optional.\nWe update both Structure-based Representations and Description-based Representations in this version. We can also fix Structure-based Representations pre-trained by other models and only update Description-based Representations.\n\n\n# DATA\n\nFB15k is published by the author of the paper \"Translating Embeddings for Modeling Multi-relational Data (2013).\" \n\u003ca href=\"https://everest.hds.utc.fr/doku.php?id=en:transe\"\u003e[download]\u003c/a\u003e\nYou can also get FB15k from here: \u003ca href=\"http://pan.baidu.com/s/1eSvyY46\"\u003e[download]\u003c/a\u003e\n\nEntity list and descriptions of FB15k used in this work \u003ca href=\"http://pan.baidu.com/s/1kUx5Wr1\"\u003e[download]\u003c/a\u003e\n\nFB20k is based on FB15k and used for zero-shot scenario \u003ca href=\"http://yun.baidu.com/s/1SAmGQ\"\u003e[download]\u003c/a\u003e\n\nEntity type information for entity classification \u003ca href=\"http://pan.baidu.com/s/1pLePRez\"\u003e[download]\u003c/a\u003e\n\nEntity name file \u003ca href=\"https://pan.baidu.com/s/1hsDneZE\"\u003e[download]\u003c/a\u003e\n\n\n# CITE\n\nIf the codes or datasets help you, please cite the following paper:\n\nRuobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun. Representation Learning of Knowledge Graphs with Entity Descriptions. The 30th AAAI Conference on Artificial Intelligence (AAAI'16).\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthunlp%2Fdkrl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthunlp%2Fdkrl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthunlp%2Fdkrl/lists"}