{"id":"https://openalex.org/W4400207786","doi":"https://doi.org/10.1007/978-3-031-64312-5_20","title":"Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments","display_name":"Knowledge Distillation of LLMs for Automatic Scoring of Science Assessments","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400207786","doi":"https://doi.org/10.1007/978-3-031-64312-5_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64312-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64312-5_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026133451","display_name":"Ehsan Latif","orcid":"https://orcid.org/0009-0008-6553-4093"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]},{"id":"https://openalex.org/I4210089713","display_name":"Athens Orthopedic Clinic","ror":"https://ror.org/015dptv07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210089713"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ehsan Latif","raw_affiliation_strings":["AI4STEM Education Center, Athens, GA, USA","Department of Mathematics, Science, and Social Studies Education, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, Athens, GA, USA","institution_ids":["https://openalex.org/I4210089713"]},{"raw_affiliation_string":"Department of Mathematics, Science, and Social Studies Education, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108970041","display_name":"Luyang Fang","orcid":"https://orcid.org/0009-0003-2465-6864"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]},{"id":"https://openalex.org/I4210089713","display_name":"Athens Orthopedic Clinic","ror":"https://ror.org/015dptv07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210089713"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luyang Fang","raw_affiliation_strings":["AI4STEM Education Center, Athens, GA, USA","Department of Statistics, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, Athens, GA, USA","institution_ids":["https://openalex.org/I4210089713"]},{"raw_affiliation_string":"Department of Statistics, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625536","display_name":"Ping Ma","orcid":"https://orcid.org/0000-0003-2398-9889"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ping Ma","raw_affiliation_strings":["Department of Statistics, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013379229","display_name":"Xiaoming Zha\u0131","orcid":"https://orcid.org/0000-0003-4519-1931"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]},{"id":"https://openalex.org/I4210089713","display_name":"Athens Orthopedic Clinic","ror":"https://ror.org/015dptv07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210089713"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoming Zhai","raw_affiliation_strings":["AI4STEM Education Center, Athens, GA, USA","Department of Mathematics, Science, and Social Studies Education, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, Athens, GA, USA","institution_ids":["https://openalex.org/I4210089713"]},{"raw_affiliation_string":"Department of Mathematics, Science, and Social Studies Education, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026133451"],"corresponding_institution_ids":["https://openalex.org/I165733156","https://openalex.org/I4210089713"],"apc_list":null,"apc_paid":null,"fwci":8.0201,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97870559,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9674999713897705,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.4955192804336548},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49060001969337463},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3361288905143738},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.184617280960083},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1308443546295166}],"concepts":[{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.4955192804336548},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49060001969337463},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3361288905143738},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.184617280960083},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1308443546295166}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-64312-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64312-5_20","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2052649282","https://openalex.org/W3012071850","https://openalex.org/W3105966348","https://openalex.org/W3171148899","https://openalex.org/W4226315886","https://openalex.org/W4307888124","https://openalex.org/W4313564799","https://openalex.org/W4319999560","https://openalex.org/W4391559941","https://openalex.org/W4391681114","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}