{"id":"https://openalex.org/W4389565842","doi":"https://doi.org/10.3233/faia230983","title":"Event Extraction and Semantic Representation from Spanish Workers\u2019 Statute Using Large Language Models","display_name":"Event Extraction and Semantic Representation from Spanish Workers\u2019 Statute Using Large Language Models","publication_year":2023,"publication_date":"2023-12-07","ids":{"openalex":"https://openalex.org/W4389565842","doi":"https://doi.org/10.3233/faia230983"},"language":"en","primary_location":{"id":"doi:10.3233/faia230983","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230983","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230983","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230983","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093465271","display_name":"Gabriela Arg\u00fcelles Terr\u00f3n","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Gabriela Arg\u00fcelles Terr\u00f3n","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064605059","display_name":"Patricia Mart\u00edn Chozas","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patricia Mart\u00edn Chozas","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076524645","display_name":"Victor Rodr\u0131\u0301guez-Doncel","orcid":"https://orcid.org/0000-0003-1076-2511"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"V\u00edctor Rodr\u00edguez Doncel","raw_affiliation_strings":["Universidad Polit\u00e9cnica de Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica de Madrid","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093465271"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":null,"apc_paid":null,"fwci":9.6443,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97907909,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14013","display_name":"Legal Language and Interpretation","score":0.9379000067710876,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/statute","display_name":"Statute","score":0.6782318353652954},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.620043933391571},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5240228772163391},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5203470587730408},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5142719149589539},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49525585770606995},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.4696585237979889},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45317843556404114},{"id":"https://openalex.org/keywords/semantic-role-labeling","display_name":"Semantic role labeling","score":0.45091918110847473},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4330509901046753},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.27140215039253235},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.2054366171360016},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14616304636001587},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.14083915948867798},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11140644550323486}],"concepts":[{"id":"https://openalex.org/C17319257","wikidata":"https://www.wikidata.org/wiki/Q21189184","display_name":"Statute","level":2,"score":0.6782318353652954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.620043933391571},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5240228772163391},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5203470587730408},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5142719149589539},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49525585770606995},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.4696585237979889},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45317843556404114},{"id":"https://openalex.org/C67277372","wikidata":"https://www.wikidata.org/wiki/Q7449085","display_name":"Semantic role labeling","level":3,"score":0.45091918110847473},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4330509901046753},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.27140215039253235},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.2054366171360016},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14616304636001587},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.14083915948867798},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11140644550323486},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230983","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230983","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230983","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia230983","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230983","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230983","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.5,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389565842.pdf"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1557385649","https://openalex.org/W2399438114","https://openalex.org/W2919458723","https://openalex.org/W2954268854","https://openalex.org/W2964166731","https://openalex.org/W3176634681","https://openalex.org/W3209776558","https://openalex.org/W4200634084","https://openalex.org/W4285120549","https://openalex.org/W4292779060","https://openalex.org/W4321524373","https://openalex.org/W6610671653","https://openalex.org/W6778883912"],"related_works":["https://openalex.org/W2363573047","https://openalex.org/W2013089857","https://openalex.org/W4244951932","https://openalex.org/W2911259875","https://openalex.org/W657798346","https://openalex.org/W4239615485","https://openalex.org/W2381691323","https://openalex.org/W2380814634","https://openalex.org/W2389679602","https://openalex.org/W2050336745"],"abstract_inverted_index":{"This":[0],"work":[1,65],"uses":[2],"Large":[3],"Language":[4],"Models":[5],"to":[6,51,69],"process":[7],"an":[8],"important":[9],"piece":[10],"of":[11],"Spanish":[12],"legislation:":[13],"the":[14,21,33,37,40,71],"Workers\u2019":[15],"Statute.":[16],"The":[17,47],"proposed":[18],"method":[19],"extracts":[20],"relevant":[22],"events":[23,38],"in":[24,36],"its":[25],"articles":[26],"using":[27],"a":[28,53,67,76],"GPT-3.5":[29],"model":[30],"and":[31,39,59],"represents":[32],"entities":[34],"involved":[35],"relationships":[41],"between":[42],"them":[43],"as":[44],"RDF":[45],"triples.":[46],"experiments":[48],"carried":[49],"out":[50],"select":[52],"high-performance":[54],"strategy":[55,68],"include":[56],"both":[57],"zero-":[58],"few-shot":[60],"learning":[61],"tests.":[62],"Finally,":[63],"this":[64],"proposes":[66],"uplift":[70],"extracted":[72],"legal":[73,77],"relations":[74],"into":[75],"knowledge":[78],"graph.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}