{"id":"https://openalex.org/W4412844823","doi":"https://doi.org/10.1007/s11192-025-05397-w","title":"Enhancing scientific literature summarization via contrastive learning and chain-of-thought prompting","display_name":"Enhancing scientific literature summarization via contrastive learning and chain-of-thought prompting","publication_year":2025,"publication_date":"2025-08-01","ids":{"openalex":"https://openalex.org/W4412844823","doi":"https://doi.org/10.1007/s11192-025-05397-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11192-025-05397-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-025-05397-w","pdf_url":null,"source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-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/A5024791744","display_name":"Feng Yu","orcid":"https://orcid.org/0000-0001-7385-163X"},"institutions":[{"id":"https://openalex.org/I4210101880","display_name":"Institute of Scientific and Technical Information","ror":"https://ror.org/0170b6c09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210101880","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Feng","raw_affiliation_strings":["Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China","Key Laboratory of Digital Publishing and Total Process Management of Scientific and Technical Journals, Beijing, 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Key Laboratory of Digital Publishing and Total Process Management of Scientific and Technical Journals, Beijing, 100083, China","institution_ids":["https://openalex.org/I4210101880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109300543","display_name":"Wenkang An","orcid":null},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkang An","raw_affiliation_strings":["Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052075780","display_name":"H. N. Wang","orcid":"https://orcid.org/0009-0007-4735-6302"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074194887","display_name":"\u771e\u5e78 \u76f8\u5f15","orcid":"https://orcid.org/0009-0001-5329-8563"},"institutions":[{"id":"https://openalex.org/I4210101880","display_name":"Institute of Scientific and Technical Information","ror":"https://ror.org/0170b6c09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I107851509","https://openalex.org/I4210101880","https://openalex.org/I4210127390","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhen Yin","raw_affiliation_strings":["Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China","Key Laboratory of Digital Publishing and Total Process Management of Scientific and Technical Journals, Beijing, 100083, China"],"raw_orcid":"https://orcid.org/0009-0001-5329-8563","affiliations":[{"raw_affiliation_string":"Beijing Renhe Information Technology Co., Ltd., Beijing, 100096, China","institution_ids":["https://openalex.org/I78675632"]},{"raw_affiliation_string":"Key Laboratory of Digital Publishing and Total Process Management of Scientific and Technical Journals, Beijing, 100083, China","institution_ids":["https://openalex.org/I4210101880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074194887"],"corresponding_institution_ids":["https://openalex.org/I4210101880","https://openalex.org/I78675632"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":2.5289,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90458839,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"130","issue":"8","first_page":"4773","last_page":"4799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9997000098228455,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9991000294685364,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.8320320844650269},{"id":"https://openalex.org/keywords/contrastive-analysis","display_name":"Contrastive analysis","score":0.5986811518669128},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.5026516914367676},{"id":"https://openalex.org/keywords/scientific-literature","display_name":"Scientific literature","score":0.4959312379360199},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4834945499897003},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4272226095199585},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.36666393280029297},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.33709442615509033},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3346894383430481},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.212388813495636}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8320320844650269},{"id":"https://openalex.org/C2777629044","wikidata":"https://www.wikidata.org/wiki/Q614959","display_name":"Contrastive analysis","level":2,"score":0.5986811518669128},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.5026516914367676},{"id":"https://openalex.org/C2781083858","wikidata":"https://www.wikidata.org/wiki/Q17327049","display_name":"Scientific literature","level":2,"score":0.4959312379360199},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4834945499897003},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4272226095199585},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.36666393280029297},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33709442615509033},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3346894383430481},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.212388813495636},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11192-025-05397-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11192-025-05397-w","pdf_url":null,"source":{"id":"https://openalex.org/S148561398","display_name":"Scientometrics","issn_l":"0138-9130","issn":["0138-9130","1588-2861"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320108","host_organization_name":"Springer Nature (Netherlands)","host_organization_lineage":["https://openalex.org/P4310320108","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature (Netherlands)","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientometrics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2265846598","https://openalex.org/W2556605533","https://openalex.org/W2772917683","https://openalex.org/W2970771982","https://openalex.org/W2995934967","https://openalex.org/W2996264288","https://openalex.org/W3022646021","https://openalex.org/W3170214235","https://openalex.org/W4221143046","https://openalex.org/W4226112897","https://openalex.org/W4282049100","https://openalex.org/W4285184572","https://openalex.org/W4309633452","https://openalex.org/W4310022061","https://openalex.org/W4312221408","https://openalex.org/W4361290857","https://openalex.org/W4375869058","https://openalex.org/W4377009978","https://openalex.org/W4382202377","https://openalex.org/W4383112431","https://openalex.org/W4385231981","https://openalex.org/W4385988359","https://openalex.org/W4386385376","https://openalex.org/W4386701420","https://openalex.org/W4387409504","https://openalex.org/W4388049770","https://openalex.org/W4389518681","https://openalex.org/W4390058526","https://openalex.org/W4390590855","https://openalex.org/W4390659172","https://openalex.org/W4391248393","https://openalex.org/W4391283869","https://openalex.org/W4391494845","https://openalex.org/W4391515237","https://openalex.org/W4392702637","https://openalex.org/W4395064688","https://openalex.org/W4396597524","https://openalex.org/W4396690906","https://openalex.org/W4396841884","https://openalex.org/W4399557940","https://openalex.org/W4399615575","https://openalex.org/W4399835863","https://openalex.org/W4399852365","https://openalex.org/W4401046976","https://openalex.org/W4401810268","https://openalex.org/W4402670175","https://openalex.org/W4402670818","https://openalex.org/W4405522758","https://openalex.org/W6856037104","https://openalex.org/W6856398428","https://openalex.org/W6856800273"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W2973759123","https://openalex.org/W2971607348"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
