{"id":19066261,"url":"https://github.com/epfml/x2static","last_synced_at":"2025-04-28T12:28:09.643Z","repository":{"id":41038095,"uuid":"372453108","full_name":"epfml/X2Static","owner":"epfml","description":"X2Static embeddings ","archived":false,"fork":false,"pushed_at":"2021-07-15T12:26:09.000Z","size":22,"stargazers_count":14,"open_issues_count":1,"forks_count":3,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-04-18T16:16:09.212Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/epfml.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":"2021-05-31T09:32:30.000Z","updated_at":"2023-10-18T22:36:20.000Z","dependencies_parsed_at":"2022-09-20T20:45:34.908Z","dependency_job_id":null,"html_url":"https://github.com/epfml/X2Static","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/epfml%2FX2Static","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfml%2FX2Static/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfml%2FX2Static/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/epfml%2FX2Static/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/epfml","download_url":"https://codeload.github.com/epfml/X2Static/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251312987,"owners_count":21569335,"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":[],"created_at":"2024-11-09T00:55:39.923Z","updated_at":"2025-04-28T12:28:09.592Z","avatar_url":"https://github.com/epfml.png","language":"Python","readme":"# X2Static vectors\nThis folder contains the code for training X2Static models.\n\n## Code\nThe folder src contains the code and instructions to train and reproduce the models trained for our experiments.\n\n## Evaluation\nOur models are evaluated using the standard evaluation tool in the [MUSE](https://github.com/facebookresearch/MUSE) repository by Facebook AI Research.\n\n## Pretrained vectors\nPretrained vectors in .bin format can be download from [here](https://zenodo.org/record/5055755). They can be converted to standard word2vec format using the script provided in the src folder. For example, to convert \"X2Static_best.bin\" to \"X2Static_best.vec\", use\n```\npython convert_bin_to_w2v.py X2Static_best.bin X2Static_best.vec\n```\n\n## Dataset\nDataset in the required format for the code can be download from [here](https://zenodo.org/record/5055755).\n\n## References\nWhen using this code or some of our pretrained vectors for your application, please cite the following paper:\n\n  Prakhar Gupta,  Martin Jaggi, [*Obtaining Better Static Word Embeddings Using Contextual Embedding Models*](https://arxiv.org/abs/2106.04302) ACL 2021\n\n```\n@inproceedings{Gupta2021ObtainingPC,\n  title={Obtaining Better Static Word Embeddings Using Contextual Embedding Models},\n  author={Prakhar Gupta and Martin Jaggi},\n  booktitle={ACL},\n  year={2021}\n}\n```\n\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepfml%2Fx2static","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fepfml%2Fx2static","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fepfml%2Fx2static/lists"}