{"id":"https://openalex.org/W4412906600","doi":"https://doi.org/10.1007/978-3-031-98284-2_2","title":"LLMs for Question-Answer and Synthetic Data Generation and Evaluation","display_name":"LLMs for Question-Answer and Synthetic Data Generation and Evaluation","publication_year":2025,"publication_date":"2025-07-28","ids":{"openalex":"https://openalex.org/W4412906600","doi":"https://doi.org/10.1007/978-3-031-98284-2_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-98284-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98284-2_2","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/A5035304424","display_name":"Renu Balyan","orcid":null},"institutions":[{"id":"https://openalex.org/I138168422","display_name":"SUNY Old Westbury","ror":"https://ror.org/02rrhsz92","country_code":"US","type":"education","lineage":["https://openalex.org/I138168422"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Renu Balyan","raw_affiliation_strings":["State University of New York at Old Westbury, Old Westbury, NY, 11568, USA"],"raw_orcid":"https://orcid.org/0000-0003-1393-2416","affiliations":[{"raw_affiliation_string":"State University of New York at Old Westbury, Old Westbury, NY, 11568, USA","institution_ids":["https://openalex.org/I138168422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070540851","display_name":"Kayla Thompson","orcid":null},"institutions":[{"id":"https://openalex.org/I138168422","display_name":"SUNY Old Westbury","ror":"https://ror.org/02rrhsz92","country_code":"US","type":"education","lineage":["https://openalex.org/I138168422"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kayla Thompson","raw_affiliation_strings":["State University of New York at Old Westbury, Old Westbury, NY, 11568, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State University of New York at Old Westbury, Old Westbury, NY, 11568, USA","institution_ids":["https://openalex.org/I138168422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014363026","display_name":"Francisco Iacobelli","orcid":"https://orcid.org/0000-0002-0876-481X"},"institutions":[{"id":"https://openalex.org/I1925986","display_name":"Loyola University Chicago","ror":"https://ror.org/04b6x2g63","country_code":"US","type":"education","lineage":["https://openalex.org/I1925986"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francisco Iacobelli","raw_affiliation_strings":["Loyola University, Chicago, IL, 60660, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loyola University, Chicago, IL, 60660, USA","institution_ids":["https://openalex.org/I1925986"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035304424"],"corresponding_institution_ids":["https://openalex.org/I138168422"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.2917,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97583214,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9970999956130981,"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":0.9970999956130981,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.991100013256073,"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/T12031","display_name":"Speech and dialogue systems","score":0.9848999977111816,"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/computer-science","display_name":"Computer science","score":0.7656373381614685},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3936331272125244},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.348025381565094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32422810792922974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7656373381614685},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3936331272125244},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.348025381565094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32422810792922974}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-98284-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98284-2_2","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1540372287","https://openalex.org/W2081402703","https://openalex.org/W2106121453","https://openalex.org/W2161013325","https://openalex.org/W2614846107","https://openalex.org/W2887966409","https://openalex.org/W3118650075","https://openalex.org/W4285066558","https://openalex.org/W4289520498","https://openalex.org/W4322735938","https://openalex.org/W4323360926","https://openalex.org/W4385570594","https://openalex.org/W4385572046","https://openalex.org/W4386159649","https://openalex.org/W4388140488","https://openalex.org/W4388140562","https://openalex.org/W4389524534","https://openalex.org/W4389685420","https://openalex.org/W4392919908","https://openalex.org/W4403428946","https://openalex.org/W4407415736","https://openalex.org/W4408031728","https://openalex.org/W6600686112","https://openalex.org/W6608998752","https://openalex.org/W6691266930","https://openalex.org/W6753366819"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}