{"id":19854780,"url":"https://github.com/hengluchang/visualizing_contextual_vectors","last_synced_at":"2025-10-04T23:52:17.518Z","repository":{"id":83486557,"uuid":"181384412","full_name":"hengluchang/visualizing_contextual_vectors","owner":"hengluchang","description":"Visualizing ELMo Contextual Vectors for Word Sense Disambiguation","archived":false,"fork":false,"pushed_at":"2020-06-27T22:42:34.000Z","size":5,"stargazers_count":15,"open_issues_count":0,"forks_count":6,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-04-06T20:35:55.278Z","etag":null,"topics":["elmo","machine-learning","nlp","python","visualization"],"latest_commit_sha":null,"homepage":null,"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/hengluchang.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":"2019-04-15T00:13:40.000Z","updated_at":"2023-05-24T17:24:06.000Z","dependencies_parsed_at":null,"dependency_job_id":"ace5991d-4881-4710-b989-8a67d2818a95","html_url":"https://github.com/hengluchang/visualizing_contextual_vectors","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/hengluchang%2Fvisualizing_contextual_vectors","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hengluchang%2Fvisualizing_contextual_vectors/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hengluchang%2Fvisualizing_contextual_vectors/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hengluchang%2Fvisualizing_contextual_vectors/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hengluchang","download_url":"https://codeload.github.com/hengluchang/visualizing_contextual_vectors/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251969247,"owners_count":21673182,"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":["elmo","machine-learning","nlp","python","visualization"],"created_at":"2024-11-12T14:10:24.320Z","updated_at":"2025-10-04T23:52:12.484Z","avatar_url":"https://github.com/hengluchang.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# visualizing_contextual_vectors\nVisualizing ELMo Contextual Vectors for Word Sense Disambiguation. Check out the medium blog post [here](https://towardsdatascience.com/visualizing-elmo-contextual-vectors-94168768fdaa)!\n\n# Pre-reqs\nPython 3.6\n\n# How to install\n```pip install -r requirements.txt```\n\n# How to run\n`python elmo_vis.py` to visualize elmo contextual vectors of three words - bank, work, and plant.\n\n# References\n- [Deep contextualized word representations](https://arxiv.org/pdf/1802.05365.pdf)\n- [Allen NLP readme for ELMo](https://github.com/allenai/allennlp/blob/master/tutorials/how_to/elmo.md)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhengluchang%2Fvisualizing_contextual_vectors","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhengluchang%2Fvisualizing_contextual_vectors","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhengluchang%2Fvisualizing_contextual_vectors/lists"}