{"id":"https://openalex.org/W4381956875","doi":"https://doi.org/10.1007/978-3-031-36272-9_33","title":"Matching Exemplar as\u00a0Next Sentence Prediction (MeNSP): Zero-Shot Prompt Learning for\u00a0Automatic Scoring in\u00a0Science Education","display_name":"Matching Exemplar as\u00a0Next Sentence Prediction (MeNSP): Zero-Shot Prompt Learning for\u00a0Automatic Scoring in\u00a0Science Education","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4381956875","doi":"https://doi.org/10.1007/978-3-031-36272-9_33"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36272-9_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36272-9_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5089884284","display_name":"Xuansheng Wu","orcid":"https://orcid.org/0000-0002-7816-7658"},"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":true,"raw_author_name":"Xuansheng Wu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101756147","display_name":"Xinyu He","orcid":"https://orcid.org/0009-0006-5076-2208"},"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":"Xinyu He","raw_affiliation_strings":["AI4STEM Education Center, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"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":"Tianming Liu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007489034","display_name":"Ninghao Liu","orcid":"https://orcid.org/0000-0002-9170-2424"},"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":"Ninghao Liu","raw_affiliation_strings":["School of Computing, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing, 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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoming Zhai","raw_affiliation_strings":["AI4STEM Education Center, University of Georgia, Athens, GA, USA"],"affiliations":[{"raw_affiliation_string":"AI4STEM Education Center, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089884284"],"corresponding_institution_ids":["https://openalex.org/I165733156"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":13.3309,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.99103784,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"413"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9961000084877014,"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/T10028","display_name":"Topic Modeling","score":0.9961000084877014,"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/T12887","display_name":"Educational Strategies and Epistemologies","score":0.964900016784668,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9498999714851379,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8068234920501709},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6836822628974915},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6622898578643799},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6397371292114258},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.575477123260498},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.5650104284286499},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5086594223976135},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5049400925636292},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.4183592200279236},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09936860203742981}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8068234920501709},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6836822628974915},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6622898578643799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6397371292114258},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.575477123260498},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.5650104284286499},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5086594223976135},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5049400925636292},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.4183592200279236},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09936860203742981},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-36272-9_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36272-9_33","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1978394996","https://openalex.org/W1991302655","https://openalex.org/W2027533841","https://openalex.org/W2074360952","https://openalex.org/W2118636245","https://openalex.org/W2149082725","https://openalex.org/W2344674375","https://openalex.org/W2563509697","https://openalex.org/W2886409168","https://openalex.org/W2922139030","https://openalex.org/W2929954248","https://openalex.org/W2943445133","https://openalex.org/W3012071850","https://openalex.org/W3037865544","https://openalex.org/W3044284011","https://openalex.org/W3098267758","https://openalex.org/W3101804645","https://openalex.org/W3112477434","https://openalex.org/W3120684457","https://openalex.org/W3126187178","https://openalex.org/W3143722809","https://openalex.org/W3153427360","https://openalex.org/W3156470785","https://openalex.org/W3172642864","https://openalex.org/W3173777717","https://openalex.org/W3194309076","https://openalex.org/W3205158887","https://openalex.org/W3205717164","https://openalex.org/W4283773002","https://openalex.org/W4285247752","https://openalex.org/W4287891024","https://openalex.org/W4309685935","https://openalex.org/W4386367026","https://openalex.org/W6778883912","https://openalex.org/W6832689606"],"related_works":["https://openalex.org/W2064165679","https://openalex.org/W1588461101","https://openalex.org/W3208525924","https://openalex.org/W2591833644","https://openalex.org/W2885058781","https://openalex.org/W1552490082","https://openalex.org/W2189583758","https://openalex.org/W3009904625","https://openalex.org/W2375873920","https://openalex.org/W1983121850"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-06-26T00:00:00"}