{"id":18038880,"url":"https://github.com/lfoppiano/mining-llm-evaluation-paper","last_synced_at":"2026-01-19T11:05:56.861Z","repository":{"id":252492983,"uuid":"731113333","full_name":"lfoppiano/mining-llm-evaluation-paper","owner":"lfoppiano","description":"Source of the article \"Mining experimental data from Materials Science literature with Large Language Models: an evaluation study\"","archived":false,"fork":false,"pushed_at":"2024-08-15T08:27:53.000Z","size":1184,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-10T09:23:22.311Z","etag":null,"topics":["bert","llm","machine","machine-learning","materials","materials-science","tdm"],"latest_commit_sha":null,"homepage":"https://www.tandfonline.com/doi/full/10.1080/27660400.2024.2356506","language":"TeX","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/lfoppiano.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2023-12-13T11:40:20.000Z","updated_at":"2024-11-30T15:44:32.000Z","dependencies_parsed_at":"2024-08-10T07:59:51.304Z","dependency_job_id":"74dbe2f7-16d3-4df3-bce9-89e055b47913","html_url":"https://github.com/lfoppiano/mining-llm-evaluation-paper","commit_stats":null,"previous_names":["lfoppiano/mining-llm-evaluation-paper"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lfoppiano%2Fmining-llm-evaluation-paper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lfoppiano%2Fmining-llm-evaluation-paper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lfoppiano%2Fmining-llm-evaluation-paper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lfoppiano%2Fmining-llm-evaluation-paper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lfoppiano","download_url":"https://codeload.github.com/lfoppiano/mining-llm-evaluation-paper/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247271527,"owners_count":20911587,"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":["bert","llm","machine","machine-learning","materials","materials-science","tdm"],"created_at":"2024-10-30T14:07:35.815Z","updated_at":"2026-01-19T11:05:56.851Z","avatar_url":"https://github.com/lfoppiano.png","language":"TeX","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Repository of the article\n\nFoppiano, L., Lambard, G., Amagasa, T., \u0026 Ishii, M. (2024). Mining experimental data from materials science literature with large language models: an evaluation study. Science and Technology of Advanced Materials: Methods, 4(1). https://doi.org/10.1080/27660400.2024.2356506\n\nData and Code mentioned in the manuscript are available at [https://github.com/lfoppiano/MatSci-LuMEN](https://github.com/lfoppiano/MatSci-LumEn)\n\nDOI: https://doi.org/10.1080/27660400.2024.2356506\n\nTo cite this work: \n\n```bibtex\n@article{doi:10.1080/27660400.2024.2356506,\n\ttitle        = {Mining experimental data from materials science literature with large language models: an evaluation study},\n\tauthor       = {Luca Foppiano, Guillaume Lambard, Toshiyuki Amagasa and Masashi Ishii},\n\tyear         = 2024,\n\tjournal      = {Science and Technology of Advanced Materials: Methods},\n\tpublisher    = {Taylor \\\u0026 Francis},\n\tvolume       = 4,\n\tnumber       = 1,\n\tpages        = 2356506,\n\tdoi          = {10.1080/27660400.2024.2356506},\n\turl          = {https://doi.org/10.1080/27660400.2024.2356506},\n\teprint       = {https://doi.org/10.1080/27660400.2024.2356506}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flfoppiano%2Fmining-llm-evaluation-paper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flfoppiano%2Fmining-llm-evaluation-paper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flfoppiano%2Fmining-llm-evaluation-paper/lists"}