{"id":"https://openalex.org/W7134166901","doi":"https://doi.org/10.1109/bigdata66926.2025.11402656","title":"Explaining Pre-Trained Language Models in the Context of Higher Education","display_name":"Explaining Pre-Trained Language Models in the Context of Higher Education","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134166901","doi":"https://doi.org/10.1109/bigdata66926.2025.11402656"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11402656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","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/A5124339307","display_name":"Kevin Chovanec","orcid":null},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kevin Chovanec","raw_affiliation_strings":["Marquette University,Computer Science,Milwaukee,WI,USA"],"affiliations":[{"raw_affiliation_string":"Marquette University,Computer Science,Milwaukee,WI,USA","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015251069","display_name":"John Fields","orcid":"https://orcid.org/0000-0001-5153-0376"},"institutions":[{"id":"https://openalex.org/I105925353","display_name":"Concordia University Wisconsin","ror":"https://ror.org/04k83g518","country_code":"US","type":"education","lineage":["https://openalex.org/I105925353"]},{"id":"https://openalex.org/I1304256225","display_name":"University of Wisconsin System","ror":"https://ror.org/03ydkyb10","country_code":"US","type":"education","lineage":["https://openalex.org/I1304256225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Fields","raw_affiliation_strings":["Concordia University Wisconsin,Business Analytics,Mequon,WI,USA"],"affiliations":[{"raw_affiliation_string":"Concordia University Wisconsin,Business Analytics,Mequon,WI,USA","institution_ids":["https://openalex.org/I105925353","https://openalex.org/I1304256225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031689008","display_name":"Praveen Madiraju","orcid":"https://orcid.org/0009-0006-9737-9601"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Praveen Madiraju","raw_affiliation_strings":["Marquette University,Computer Science,Milwaukee,WI,USA"],"affiliations":[{"raw_affiliation_string":"Marquette University,Computer Science,Milwaukee,WI,USA","institution_ids":["https://openalex.org/I102461120"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5124339307"],"corresponding_institution_ids":["https://openalex.org/I102461120"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.96638397,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7668","last_page":"7676"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12542","display_name":"Second Language Learning and Teaching","score":0.06469999998807907,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12542","display_name":"Second Language Learning and Teaching","score":0.06469999998807907,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.04170000180602074,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13416","display_name":"Educational Theory and Curriculum Studies","score":0.0406000018119812,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6427000164985657},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.6004999876022339},{"id":"https://openalex.org/keywords/context-model","display_name":"Context model","score":0.3359000086784363},{"id":"https://openalex.org/keywords/context-effect","display_name":"Context effect","score":0.31369999051094055},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.2985999882221222}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6427000164985657},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.6004999876022339},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4453999996185303},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4018000066280365},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3481999933719635},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3409000039100647},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33889999985694885},{"id":"https://openalex.org/C183322885","wikidata":"https://www.wikidata.org/wiki/Q17007702","display_name":"Context model","level":3,"score":0.3359000086784363},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.31859999895095825},{"id":"https://openalex.org/C76188268","wikidata":"https://www.wikidata.org/wiki/Q1783165","display_name":"Context effect","level":3,"score":0.31369999051094055},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.29899999499320984},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2985999882221222},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C129353971","wikidata":"https://www.wikidata.org/wiki/Q5156949","display_name":"Comprehension approach","level":3,"score":0.2551000118255615},{"id":"https://openalex.org/C166007726","wikidata":"https://www.wikidata.org/wiki/Q4536542","display_name":"Language assessment","level":2,"score":0.25040000677108765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11402656","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402656","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8133201599121094,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1984071766","https://openalex.org/W2156935079","https://openalex.org/W2941681871","https://openalex.org/W2950768109","https://openalex.org/W2963095307","https://openalex.org/W2996005046","https://openalex.org/W3021934057","https://openalex.org/W3038035611","https://openalex.org/W3082121050","https://openalex.org/W3093452197","https://openalex.org/W3108671128","https://openalex.org/W3127028307","https://openalex.org/W3166727371","https://openalex.org/W3172159613","https://openalex.org/W3186479087","https://openalex.org/W3202038256","https://openalex.org/W3213654060","https://openalex.org/W4214848113","https://openalex.org/W4224137971","https://openalex.org/W4280651558","https://openalex.org/W4285175926","https://openalex.org/W4291653312","https://openalex.org/W4324131311","https://openalex.org/W4375853956","https://openalex.org/W4380489993","https://openalex.org/W4388541064","https://openalex.org/W4389520249","https://openalex.org/W4389523807","https://openalex.org/W4390490761","https://openalex.org/W4391093817","https://openalex.org/W4402684073","https://openalex.org/W4405812145","https://openalex.org/W4408670199","https://openalex.org/W7133184757","https://openalex.org/W7133224126","https://openalex.org/W7133228402"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}
