{"id":"https://openalex.org/W4415080825","doi":"https://doi.org/10.1007/978-3-031-97207-2_14","title":"SPARQL Query Generation with\u00a0LLMs: Measuring the\u00a0Impact of\u00a0Training Data Memorization and\u00a0Knowledge Injection","display_name":"SPARQL Query Generation with\u00a0LLMs: Measuring the\u00a0Impact of\u00a0Training Data Memorization and\u00a0Knowledge Injection","publication_year":2025,"publication_date":"2025-10-11","ids":{"openalex":"https://openalex.org/W4415080825","doi":"https://doi.org/10.1007/978-3-031-97207-2_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-97207-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97207-2_14","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/A5038804809","display_name":"Aleksandr Gashkov","orcid":"https://orcid.org/0000-0001-6894-2094"},"institutions":[{"id":"https://openalex.org/I147765834","display_name":"Leipzig University of Applied Sciences","ror":"https://ror.org/03xgcq477","country_code":"DE","type":"education","lineage":["https://openalex.org/I147765834"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aleksandr Gashkov","raw_affiliation_strings":["Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6894-2094","affiliations":[{"raw_affiliation_string":"Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany","institution_ids":["https://openalex.org/I147765834"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Aleksandr Perevalov","orcid":"https://orcid.org/0000-0002-0877-7063"},"institutions":[{"id":"https://openalex.org/I147765834","display_name":"Leipzig University of Applied Sciences","ror":"https://ror.org/03xgcq477","country_code":"DE","type":"education","lineage":["https://openalex.org/I147765834"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Aleksandr Perevalov","raw_affiliation_strings":["Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0877-7063","affiliations":[{"raw_affiliation_string":"Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany","institution_ids":["https://openalex.org/I147765834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075331649","display_name":"Maria Eltsova","orcid":"https://orcid.org/0000-0003-3792-8518"},"institutions":[{"id":"https://openalex.org/I147765834","display_name":"Leipzig University of Applied Sciences","ror":"https://ror.org/03xgcq477","country_code":"DE","type":"education","lineage":["https://openalex.org/I147765834"]},{"id":"https://openalex.org/I41121874","display_name":"Heilbronn University","ror":"https://ror.org/04g5gcg95","country_code":"DE","type":"education","lineage":["https://openalex.org/I41121874"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Maria Eltsova","raw_affiliation_strings":["CBZ M\u00fcnchen GmbH, Heilbronn, Germany","Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3792-8518","affiliations":[{"raw_affiliation_string":"CBZ M\u00fcnchen GmbH, Heilbronn, Germany","institution_ids":["https://openalex.org/I41121874"]},{"raw_affiliation_string":"Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany","institution_ids":["https://openalex.org/I147765834"]}]},{"author_position":"last","author":{"id":null,"display_name":"Andreas Both","orcid":"https://orcid.org/0000-0001-7116-9338"},"institutions":[{"id":"https://openalex.org/I147765834","display_name":"Leipzig University of Applied Sciences","ror":"https://ror.org/03xgcq477","country_code":"DE","type":"education","lineage":["https://openalex.org/I147765834"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Both","raw_affiliation_strings":["Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7116-9338","affiliations":[{"raw_affiliation_string":"Web & Software Engineering (WSE) Research Group, Leipzig University of Applied Sciences (HTWK Leipzig), Leipzig, Germany","institution_ids":["https://openalex.org/I147765834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075331649"],"corresponding_institution_ids":["https://openalex.org/I147765834","https://openalex.org/I41121874"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":13.0897,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.98900621,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9973000288009644,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9973000288009644,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9950000047683716,"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/T11719","display_name":"Data Quality and Management","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sparql","display_name":"SPARQL","score":0.9431999921798706},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6148999929428101},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.5252000093460083},{"id":"https://openalex.org/keywords/memorization","display_name":"Memorization","score":0.48570001125335693},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4537000060081482},{"id":"https://openalex.org/keywords/rdf-query-language","display_name":"RDF query language","score":0.42980000376701355},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3822999894618988},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.3684000074863434},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.36419999599456787}],"concepts":[{"id":"https://openalex.org/C41009113","wikidata":"https://www.wikidata.org/wiki/Q54871","display_name":"SPARQL","level":4,"score":0.9431999921798706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9147999882698059},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6148999929428101},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5609999895095825},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.5252000093460083},{"id":"https://openalex.org/C30038468","wikidata":"https://www.wikidata.org/wiki/Q4354775","display_name":"Memorization","level":2,"score":0.48570001125335693},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4537000060081482},{"id":"https://openalex.org/C96956885","wikidata":"https://www.wikidata.org/wiki/Q6138701","display_name":"RDF query language","level":5,"score":0.42980000376701355},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3822999894618988},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.3684000074863434},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.36419999599456787},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.3580000102519989},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.33880001306533813},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.336899995803833},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.3336000144481659},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.3172000050544739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30959999561309814},{"id":"https://openalex.org/C110893760","wikidata":"https://www.wikidata.org/wiki/Q3115590","display_name":"Named graph","level":5,"score":0.3089999854564667},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.30329999327659607},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.2989000082015991},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.274399995803833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2702000141143799},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2702000141143799},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.2662000060081482},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.25870001316070557}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-97207-2_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97207-2_14","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":16,"referenced_works":["https://openalex.org/W2885090162","https://openalex.org/W2980401255","https://openalex.org/W3030844777","https://openalex.org/W3182536263","https://openalex.org/W4220844664","https://openalex.org/W4287027440","https://openalex.org/W4386834841","https://openalex.org/W4387171349","https://openalex.org/W4397029720","https://openalex.org/W4399699439","https://openalex.org/W4402124327","https://openalex.org/W4402670685","https://openalex.org/W4402810347","https://openalex.org/W4404724728","https://openalex.org/W4404781014","https://openalex.org/W4404783595"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-19T17:40:00.097472","created_date":"2025-10-12T00:00:00"}