{"id":13935686,"url":"https://github.com/airalcorn2/Deep-Semantic-Similarity-Model","last_synced_at":"2025-07-19T20:33:37.937Z","repository":{"id":48157040,"uuid":"57161533","full_name":"airalcorn2/Deep-Semantic-Similarity-Model","owner":"airalcorn2","description":"My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.","archived":false,"fork":false,"pushed_at":"2017-06-05T20:24:23.000Z","size":22,"stargazers_count":518,"open_issues_count":0,"forks_count":186,"subscribers_count":36,"default_branch":"master","last_synced_at":"2024-08-08T23:21:28.181Z","etag":null,"topics":["deep-learning","information-retrieval","keras","natural-language-processing","nlp"],"latest_commit_sha":null,"homepage":"","language":"Python","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/airalcorn2.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":"2016-04-26T20:59:44.000Z","updated_at":"2024-08-05T07:02:42.000Z","dependencies_parsed_at":"2022-08-25T19:10:28.594Z","dependency_job_id":null,"html_url":"https://github.com/airalcorn2/Deep-Semantic-Similarity-Model","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/airalcorn2%2FDeep-Semantic-Similarity-Model","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/airalcorn2%2FDeep-Semantic-Similarity-Model/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/airalcorn2%2FDeep-Semantic-Similarity-Model/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/airalcorn2%2FDeep-Semantic-Similarity-Model/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/airalcorn2","download_url":"https://codeload.github.com/airalcorn2/Deep-Semantic-Similarity-Model/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226677230,"owners_count":17666020,"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":["deep-learning","information-retrieval","keras","natural-language-processing","nlp"],"created_at":"2024-08-07T23:01:59.685Z","updated_at":"2024-11-27T03:31:06.343Z","avatar_url":"https://github.com/airalcorn2.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# Deep Semantic Similarity Model\nMy Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described [here](http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf). As search data sets are generally proprietary, you will have to provide your own data to use with the code.\n\n## Additional References\n1. http://research.microsoft.com/pubs/238873/wsdm2015.v3.pdf - slides giving a high level overview of the DSSM and how it can be used for information retrieval.\n2. http://research.microsoft.com/en-us/projects/dssm/ - Microsoft Research's summary of the DSSM (includes many more references).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fairalcorn2%2FDeep-Semantic-Similarity-Model","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fairalcorn2%2FDeep-Semantic-Similarity-Model","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fairalcorn2%2FDeep-Semantic-Similarity-Model/lists"}