{"id":"https://openalex.org/W7162215952","doi":"https://doi.org/10.1007/s10994-026-07075-1","title":"Predicate Renaming via Large Language Models","display_name":"Predicate Renaming via Large Language Models","publication_year":2026,"publication_date":"2026-05-23","ids":{"openalex":"https://openalex.org/W7162215952","doi":"https://doi.org/10.1007/s10994-026-07075-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-026-07075-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-026-07075-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-026-07075-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-026-07075-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092645705","display_name":"Elisabetta Gentili","orcid":"https://orcid.org/0009-0006-6901-0540"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT","JP"],"is_corresponding":true,"raw_author_name":"Elisabetta Gentili","raw_affiliation_strings":["Department of Engineering, University of Ferrara, Via Saragat 1, 44122, Ferrara, Italy","National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Ferrara, Via Saragat 1, 44122, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]},{"raw_affiliation_string":"National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136821117","display_name":"Tony Ribeiro","orcid":null},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR","JP"],"is_corresponding":false,"raw_author_name":"Tony Ribeiro","raw_affiliation_strings":["Nantes Universit\u00e9, \u00c9cole Centrale Nantes, CNRS, LS2N, UMR 6004, 44000, Nantes, France","National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nantes Universit\u00e9, \u00c9cole Centrale Nantes, CNRS, LS2N, UMR 6004, 44000, Nantes, France","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I4210117005","https://openalex.org/I97188460"]},{"raw_affiliation_string":"National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086909487","display_name":"Fabrizio Riguzzi","orcid":"https://orcid.org/0000-0003-1654-9703"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabrizio Riguzzi","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Ferrara, Via Machiavelli 30, 44121, Ferrara, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Ferrara, Via Machiavelli 30, 44121, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136847819","display_name":"Katsumi Inoue","orcid":null},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Katsumi Inoue","raw_affiliation_strings":["National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, 2-1-2 Hitotsubashi, Chiyoda-ku, Tokyo, 101-8430, Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5092645705"],"corresponding_institution_ids":["https://openalex.org/I184597095","https://openalex.org/I201324441"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63017701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"115","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.3603000044822693,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.3603000044822693,"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/T10028","display_name":"Topic Modeling","score":0.16459999978542328,"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":0.11840000003576279,"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/predicate","display_name":"Predicate (mathematical logic)","score":0.5733000040054321},{"id":"https://openalex.org/keywords/reusability","display_name":"Reusability","score":0.5353999733924866},{"id":"https://openalex.org/keywords/predicate-logic","display_name":"Predicate logic","score":0.5322999954223633},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4505999982357025},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3971000015735626},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.3684999942779541},{"id":"https://openalex.org/keywords/logic-program","display_name":"Logic program","score":0.334199994802475},{"id":"https://openalex.org/keywords/description-logic","display_name":"Description logic","score":0.32179999351501465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616000175476074},{"id":"https://openalex.org/C140146324","wikidata":"https://www.wikidata.org/wiki/Q1144319","display_name":"Predicate (mathematical logic)","level":2,"score":0.5733000040054321},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5625},{"id":"https://openalex.org/C137981799","wikidata":"https://www.wikidata.org/wiki/Q1369184","display_name":"Reusability","level":3,"score":0.5353999733924866},{"id":"https://openalex.org/C19689857","wikidata":"https://www.wikidata.org/wiki/Q4055684","display_name":"Predicate logic","level":3,"score":0.5322999954223633},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47110000252723694},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4505999982357025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42820000648498535},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3971000015735626},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.3684999942779541},{"id":"https://openalex.org/C2987117450","wikidata":"https://www.wikidata.org/wiki/Q275603","display_name":"Logic program","level":3,"score":0.334199994802475},{"id":"https://openalex.org/C102993220","wikidata":"https://www.wikidata.org/wiki/Q387196","display_name":"Description logic","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.31630000472068787},{"id":"https://openalex.org/C100481476","wikidata":"https://www.wikidata.org/wiki/Q4055684","display_name":"First-order logic","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C128838566","wikidata":"https://www.wikidata.org/wiki/Q275603","display_name":"Logic programming","level":2,"score":0.31150001287460327},{"id":"https://openalex.org/C189790780","wikidata":"https://www.wikidata.org/wiki/Q933932","display_name":"Horn clause","level":3,"score":0.2806999981403351},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2782999873161316},{"id":"https://openalex.org/C2775940519","wikidata":"https://www.wikidata.org/wiki/Q17067742","display_name":"Logic model","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.26339998841285706},{"id":"https://openalex.org/C2039508","wikidata":"https://www.wikidata.org/wiki/Q7239631","display_name":"Predicate functor logic","level":5,"score":0.26269999146461487},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.25949999690055847},{"id":"https://openalex.org/C124047733","wikidata":"https://www.wikidata.org/wiki/Q5157327","display_name":"Computational logic","level":3,"score":0.25839999318122864},{"id":"https://openalex.org/C73314972","wikidata":"https://www.wikidata.org/wiki/Q10531432","display_name":"Predicate variable","level":5,"score":0.25450000166893005}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10994-026-07075-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-026-07075-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-026-07075-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:oai:sfera.unife.it:11392/2629810","is_oa":false,"landing_page_url":"https://hdl.handle.net/11392/2629810","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-026-07075-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-026-07075-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-026-07075-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8068410158157349,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324162","display_name":"Universit\u00e0 degli Studi di Ferrara","ror":"https://ror.org/041zkgm14"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7162215952.pdf","grobid_xml":"https://content.openalex.org/works/W7162215952.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W228104253","https://openalex.org/W1490475971","https://openalex.org/W1499053674","https://openalex.org/W1511725009","https://openalex.org/W1514973146","https://openalex.org/W1549556210","https://openalex.org/W1769664091","https://openalex.org/W1843649836","https://openalex.org/W1973045980","https://openalex.org/W1987005090","https://openalex.org/W1996824494","https://openalex.org/W2013181156","https://openalex.org/W2023181724","https://openalex.org/W2121075864","https://openalex.org/W2132525863","https://openalex.org/W2173702800","https://openalex.org/W2484153108","https://openalex.org/W2520858206","https://openalex.org/W2766808405","https://openalex.org/W2808141891","https://openalex.org/W2979826702","https://openalex.org/W3065734471","https://openalex.org/W3104652292","https://openalex.org/W3130268038","https://openalex.org/W3166308196","https://openalex.org/W3216651657","https://openalex.org/W4231442931","https://openalex.org/W4285601618","https://openalex.org/W4362602165","https://openalex.org/W4367672983","https://openalex.org/W4377245367","https://openalex.org/W4385187279","https://openalex.org/W4385437684","https://openalex.org/W4385567149","https://openalex.org/W4385652328","https://openalex.org/W4386045865","https://openalex.org/W4386693657","https://openalex.org/W4387356888","https://openalex.org/W4387886075","https://openalex.org/W4391232619","https://openalex.org/W4391876619","https://openalex.org/W4401643692","https://openalex.org/W4401812684","https://openalex.org/W4402364937","https://openalex.org/W4402392501","https://openalex.org/W4402665833","https://openalex.org/W4403316429","https://openalex.org/W4404782170","https://openalex.org/W4407349612","https://openalex.org/W4407433432","https://openalex.org/W4408735075","https://openalex.org/W4411630358","https://openalex.org/W6903792438","https://openalex.org/W7133224126","https://openalex.org/W7133231369","https://openalex.org/W7133233472","https://openalex.org/W7133241318"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"In":[1,21],"this":[2,99],"paper,":[3],"we":[4,61],"address":[5],"the":[6,22,46,52],"problem":[7],"of":[8,24,51,85],"giving":[9,77],"names":[10],"to":[11,65,71,80],"predicates":[12],"in":[13,58],"logic":[14,53,91],"rules":[15,33,92],"using":[16],"Large":[17],"Language":[18],"Models":[19],"(LLMs).":[20],"context":[23],"Inductive":[25],"Logic":[26],"Programming,":[27],"various":[28],"rule":[29],"generation":[30],"methods":[31],"produce":[32],"containing":[34],"unnamed":[35,81],"predicates,":[36],"with":[37],"Predicate":[38],"Invention":[39],"being":[40],"a":[41,78],"key":[42],"example.":[43],"This":[44],"hinders":[45],"readability,":[47],"interpretability,":[48],"and":[49,69],"reusability":[50],"theory.":[54],"Leveraging":[55],"recent":[56],"advancements":[57],"LLMs":[59,95],"development,":[60],"explore":[62],"their":[63],"ability":[64],"process":[66],"natural":[67],"language":[68],"code":[70],"provide":[72],"semantically":[73],"meaningful":[74],"suggestions":[75],"for":[76,98],"name":[79],"predicates.":[82],"The":[83],"evaluation":[84],"our":[86],"approach":[87],"on":[88],"some":[89],"hand-crafted":[90],"indicates":[93],"that":[94],"hold":[96],"potential":[97],"task.":[100]},"counts_by_year":[],"updated_date":"2026-07-24T06:01:01.537669","created_date":"2026-05-24T00:00:00"}
