{"id":20114694,"url":"https://github.com/gatenlp/llms-for-topic-modeling","last_synced_at":"2026-07-15T05:31:28.099Z","repository":{"id":250604425,"uuid":"708925140","full_name":"GateNLP/LLMs-for-Topic-Modeling","owner":"GateNLP","description":"Topic Extraction via LLMs","archived":false,"fork":false,"pushed_at":"2024-05-17T01:33:30.000Z","size":3108,"stargazers_count":2,"open_issues_count":0,"forks_count":2,"subscribers_count":11,"default_branch":"main","last_synced_at":"2025-11-01T09:05:05.416Z","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":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/GateNLP.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":"2023-10-23T16:55:16.000Z","updated_at":"2025-03-03T09:24:46.000Z","dependencies_parsed_at":"2024-07-28T19:44:23.909Z","dependency_job_id":"889af2e6-8dae-4bbf-8cd8-01fc42946a3e","html_url":"https://github.com/GateNLP/LLMs-for-Topic-Modeling","commit_stats":null,"previous_names":["gatenlp/llms-for-topic-modeling"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/GateNLP/LLMs-for-Topic-Modeling","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2FLLMs-for-Topic-Modeling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2FLLMs-for-Topic-Modeling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2FLLMs-for-Topic-Modeling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2FLLMs-for-Topic-Modeling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GateNLP","download_url":"https://codeload.github.com/GateNLP/LLMs-for-Topic-Modeling/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GateNLP%2FLLMs-for-Topic-Modeling/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35493165,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-15T02:00:06.706Z","response_time":131,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":"2024-11-13T18:31:22.834Z","updated_at":"2026-07-15T05:31:28.066Z","avatar_url":"https://github.com/GateNLP.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# LLMs-for-Topic-Modeling\nTopic Extraction via LLMs\nLarge Language Models Offer an Alternative to the Traditional Approach of Topic Modelling (LREC-COLING 2024)\n\n# To extract topics via LLMs:\n```bash\nCUDA_VISIBLE_DEVICES = \"Your_GPU\" python3 topic_extraction.py\n```\n\n# To evaluate topics generated by LLMs:\n```bash\nCUDA_VISIBLE_DEVICES = \"Your_GPU\" python3 Topics_granularity.py\n```\n\n\n\n# Bibtex:\n```bibtex\n@article{mu2024large,\n  title={Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling},\n  author={Mu, Yida and Dong, Chun and Bontcheva, Kalina and Song, Xingyi},\n  journal={arXiv preprint arXiv:2403.16248},\n  year={2024}\n}\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgatenlp%2Fllms-for-topic-modeling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgatenlp%2Fllms-for-topic-modeling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgatenlp%2Fllms-for-topic-modeling/lists"}