{"id":18015499,"url":"https://github.com/wmkouw/ssa-nlp","last_synced_at":"2025-07-15T23:40:48.961Z","repository":{"id":89538268,"uuid":"153594279","full_name":"wmkouw/ssa-nlp","owner":"wmkouw","description":"Sequential subspace alignment for temporal domain adaptation in natural language processing","archived":false,"fork":false,"pushed_at":"2019-11-18T19:35:32.000Z","size":45700,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-03-29T16:22:12.194Z","etag":null,"topics":["domain-adaptation","natural-language-processing","sequential-models","subspace-alignment"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/wmkouw.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":"2018-10-18T08:59:20.000Z","updated_at":"2024-09-03T02:45:16.000Z","dependencies_parsed_at":"2023-05-31T19:01:36.673Z","dependency_job_id":null,"html_url":"https://github.com/wmkouw/ssa-nlp","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/wmkouw/ssa-nlp","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fssa-nlp","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fssa-nlp/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fssa-nlp/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fssa-nlp/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wmkouw","download_url":"https://codeload.github.com/wmkouw/ssa-nlp/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fssa-nlp/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265467756,"owners_count":23770775,"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":["domain-adaptation","natural-language-processing","sequential-models","subspace-alignment"],"created_at":"2024-10-30T04:14:04.598Z","updated_at":"2025-07-15T23:40:48.894Z","avatar_url":"https://github.com/wmkouw.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sequential subspace alignment of word embeddings\n\nThis repository contains experiments and visualizations for temporal domain adaptation in the form of semi-supervised subspace alignment for word embeddings. It accompanies the paper\n\n\"Back to the future -- Sequential alignment of text representations\"\n\nwhich is to be presented at the AAAI Conference on Artificial Intelligence, 2020 ([preprint](https://arxiv.org/abs/1909.03464)).\n\nNatural Language Processing tasks currently tackled:\n- annual paper acceptance prediction\n- temporal named entity recognition\n- rumour stance and veracity prediction.\n\n### Data\n\nRumour stance data stems from the EU project [PHEME](https://www.pheme.eu/), which revolves around automatically determining the truth value of online statements. Specifically, we're looking at the journalism use case.\n\n### Contact\nQuestions and comments can be submitted to the [issues tracker](https://github.com/wmkouw/ssa-nlp/issues).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwmkouw%2Fssa-nlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwmkouw%2Fssa-nlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwmkouw%2Fssa-nlp/lists"}