{"id":"https://openalex.org/W4384518975","doi":"https://doi.org/10.1109/access.2023.3296261","title":"Transformers for Multi-Intent Classification and Slot Filling of Supreme Court Decisions Related to Sexual Violence Law","display_name":"Transformers for Multi-Intent Classification and Slot Filling of Supreme Court Decisions Related to Sexual Violence Law","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4384518975","doi":"https://doi.org/10.1109/access.2023.3296261"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3296261","doi":"https://doi.org/10.1109/access.2023.3296261","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3296261","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10185036.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10185036.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039491318","display_name":"Adirek Munthuli","orcid":"https://orcid.org/0009-0006-6895-6481","observed_orcids":["https://orcid.org/0009-0006-6895-6481"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Adirek Munthuli","raw_affiliation_strings":["Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand","Department of Electrical and Computer Engineering, Faculty of Engineering, Thammasat School of Engineering, Thammasat University, Rangsit Campus, Pathum Thani, Thailand"],"raw_orcid":"https://orcid.org/0009-0006-6895-6481","affiliations":[{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Faculty of Engineering, Thammasat School of Engineering, Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045209765","display_name":"Vorada Socatiyanurak","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Vorada Socatiyanurak","raw_affiliation_strings":["Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058826914","display_name":"Sirikorn Sangchocanonta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sirikorn Sangchocanonta","raw_affiliation_strings":["Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand","Department of Electrical and Computer Engineering, Faculty of Engineering, Thammasat School of Engineering, Thammasat University, Rangsit Campus, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Faculty of Engineering, Thammasat School of Engineering, Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041048220","display_name":"Lalin Kovudhikulrungsri","orcid":"https://orcid.org/0000-0002-6499-1347","observed_orcids":["https://orcid.org/0000-0002-6499-1347"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Lalin Kovudhikulrungsri","raw_affiliation_strings":["Faculty of Law, Thammasat University, Rangsit Campus, Khlong Luang, Thailand","Faculty of Law, Thammasat University, Rangsit Campus, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Law, Thammasat University, Rangsit Campus, Khlong Luang, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Faculty of Law, Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077892654","display_name":"Nantawat Saksakulkunakorn","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Nantawat Saksakulkunakorn","raw_affiliation_strings":["Faculty of Law, Thammasat University, Rangsit Campus, Khlong Luang, Thailand","Faculty of Law, Thammasat University, Rangsit Campus, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Law, Thammasat University, Rangsit Campus, Khlong Luang, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Faculty of Law, Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092483927","display_name":"Phornkanok Chairuangsri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Phornkanok Chairuangsri","raw_affiliation_strings":["Faculty of Law, Thammasat University, Rangsit Campus, Khlong Luang, Thailand","Faculty of Law, Thammasat University, Rangsit Campus, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Law, Thammasat University, Rangsit Campus, Khlong Luang, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Faculty of Law, Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082973251","display_name":"Charturong Tantibundhit","orcid":"https://orcid.org/0000-0002-3889-7314","observed_orcids":["https://orcid.org/0000-0002-3889-7314"]},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Charturong Tantibundhit","raw_affiliation_strings":["Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand","Department of Electrical and Computer Engineering, Faculty of Engineering, Thammasat School of Engineering, Thammasat University, Rangsit Campus, Pathum Thani, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-3889-7314","affiliations":[{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Khlong Luang, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Center of Excellence in Intelligent Informatics, Speech and Language Technology, and Service Innovation (CILS), Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Faculty of Engineering, Thammasat School of Engineering, Thammasat University, Rangsit Campus, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108108428"],"apc_list":{"value":1950,"currency":"USD","value_usd":1950},"apc_paid":{"value":1950,"currency":"USD","value_usd":1950},"fwci":12.6574,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98504037,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"76448","last_page":"76467"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.002099999925121665,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.0005000000237487257,"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/sexual-violence-legislation","display_name":"sexual violence legislation","score":0.8600000143051147},{"id":"https://openalex.org/keywords/slot-filling","display_name":"slot filling","score":0.8489999771118164},{"id":"https://openalex.org/keywords/xlm-r","display_name":"XLM-R","score":0.968999981880188},{"id":"https://openalex.org/keywords/legal-chatbot","display_name":"legal chatbot","score":0.6510000228881836},{"id":"https://openalex.org/keywords/victims-of-sexual-violence","display_name":"sexual violence survivors","score":0.9330000281333923},{"id":"https://openalex.org/keywords/legal-technology","display_name":"legal technology","score":0.781000018119812},{"id":"https://openalex.org/keywords/t-sne-visualization","display_name":"t-SNE visualization","score":0.7789999842643738}],"concepts":[{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.6931734085083008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6249518394470215},{"id":"https://openalex.org/C2778272461","wikidata":"https://www.wikidata.org/wiki/Q190752","display_name":"Supreme court","level":2,"score":0.5393713712692261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5284348130226135},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.517133891582489},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5118185877799988},{"id":"https://openalex.org/C3019456619","wikidata":"https://www.wikidata.org/wiki/Q3769186","display_name":"Court decision","level":2,"score":0.47523191571235657},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4742783010005951},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4492345452308655},{"id":"https://openalex.org/C2781394664","wikidata":"https://www.wikidata.org/wiki/Q19705","display_name":"Criminal code","level":3,"score":0.44661635160446167},{"id":"https://openalex.org/C2777996642","wikidata":"https://www.wikidata.org/wiki/Q558075","display_name":"Sexual violence","level":2,"score":0.4101719856262207},{"id":"https://openalex.org/C202565627","wikidata":"https://www.wikidata.org/wiki/Q146491","display_name":"Criminal law","level":2,"score":0.40670594573020935},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.3677138388156891},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3391437530517578},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19200363755226135},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16341203451156616},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3296261","doi":"https://doi.org/10.1109/access.2023.3296261","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3296261","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10185036.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d9f6f632ed924f60a88ba7b1122220f1","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/d9f6f632ed924f60a88ba7b1122220f1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 76448-76467 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3296261","doi":"https://doi.org/10.1109/access.2023.3296261","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3296261","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10185036.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, justice, and strong institutions","score":1.0,"id":"https://metadata.un.org/sdg/16"},{"display_name":"Gender equality","score":0.6025999784469604,"id":"https://metadata.un.org/sdg/5"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G536037389","display_name":null,"funder_award_id":"NRCT5-RGJ63008-102","funder_id":"https://openalex.org/F4320327548","funder_display_name":"Royal Golden Jubilee (RGJ) Ph.D. Programme"}],"funders":[{"id":"https://openalex.org/F4320327548","display_name":"Royal Golden Jubilee (RGJ) Ph.D. Programme","ror":"https://ror.org/05fp08r12"},{"id":"https://openalex.org/F4320329659","display_name":"Thailand Science Research and Innovation","ror":"https://ror.org/000025p04"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384518975.pdf","grobid_xml":"https://content.openalex.org/works/W4384518975.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W182831726","https://openalex.org/W2012136348","https://openalex.org/W2053851950","https://openalex.org/W2101234009","https://openalex.org/W2123289835","https://openalex.org/W2144211451","https://openalex.org/W2153579005","https://openalex.org/W2154080353","https://openalex.org/W2250539671","https://openalex.org/W2316844094","https://openalex.org/W2623779865","https://openalex.org/W2626778328","https://openalex.org/W2729334788","https://openalex.org/W2748568430","https://openalex.org/W2896457183","https://openalex.org/W2963341956","https://openalex.org/W2965373594","https://openalex.org/W2970049541","https://openalex.org/W2979826702","https://openalex.org/W2981852735","https://openalex.org/W2983040767","https://openalex.org/W3017637887","https://openalex.org/W3030163527","https://openalex.org/W3035414307","https://openalex.org/W3043424630","https://openalex.org/W3085139254","https://openalex.org/W3092129462","https://openalex.org/W3104599527","https://openalex.org/W3113338056","https://openalex.org/W3119304935","https://openalex.org/W3123928778","https://openalex.org/W3125826128","https://openalex.org/W3132166230","https://openalex.org/W3158737092","https://openalex.org/W3190572136","https://openalex.org/W3198941091","https://openalex.org/W4213224678","https://openalex.org/W4223519356","https://openalex.org/W4230198305","https://openalex.org/W4239362851","https://openalex.org/W4280523244","https://openalex.org/W4285402398","https://openalex.org/W4285734645","https://openalex.org/W4299535460","https://openalex.org/W4307079201","https://openalex.org/W4308035459","https://openalex.org/W6766673545","https://openalex.org/W6844838852"],"related_works":["https://openalex.org/W3198941091","https://openalex.org/W4410835429","https://openalex.org/W7162407807","https://openalex.org/W7118016971","https://openalex.org/W4404029940","https://openalex.org/W2906685078","https://openalex.org/W7203619786","https://openalex.org/W4296886339","https://openalex.org/W7165114719","https://openalex.org/W7164035115"],"abstract_inverted_index":{"Sexual":[0,27],"violence":[1,222,246,273],"is":[2],"a":[3,96,154,203],"pervasive":[4,281],"and":[5,12,30,131,166,248,274],"complex":[6],"issue":[7],"that":[8,111,175,205],"demands":[9],"an":[10],"immediate":[11],"comprehensive":[13],"solution.":[14],"The":[15,42,108,125,150,172,224,259],"previous":[16,51],"study":[17,44,52,83,151,193,260],"titled":[18],"\u201cLAW-U:":[19],"Legal":[20],"Guidance":[21],"Through":[22],"Artificial":[23],"Intelligence":[24],"Chatbot":[25],"for":[26,60],"Violence":[28],"Victims":[29],"Survivors\u201d":[31],"highlighted":[32],"the":[33,50,55,74,82,85,117,139,143,161,167,192,196,231,262,277,280],"crucial":[34],"role":[35],"of":[36,57,63,73,87,129,135,145,198,234,264,271,283],"technology":[37,200],"in":[38,49,122],"addressing":[39],"this":[40],"problem.":[41],"current":[43],"aims":[45],"to":[46,70,101,157,195,212,219,229,244,251,268,276],"overcome":[47],"limitations":[48],"by":[53,138,201],"investigating":[54],"use":[56],"transformer-based":[58,91,112],"models":[59,94],"multi-intent":[61,123],"classification":[62],"Thai":[64,75],"Supreme":[65],"Court":[66],"decision":[67,106,186],"fragments":[68,187],"related":[69,180,211],"Section":[71,213],"276":[72],"Criminal":[76],"Code.":[77],"Utilizing":[78],"various":[79],"evaluation":[80],"matrices,":[81],"evaluates":[84],"effectiveness":[86,144],"transfer":[88],"learning":[89],"through":[90,256],"pre-trained":[92,146],"language":[93],"against":[95,279],"Word2Vec-based":[97,118],"support":[98,119,269],"vector":[99,120],"machine":[100,121],"detect":[102],"criminal":[103,164,209],"intents":[104,165,210],"from":[105],"fragments.":[107],"results":[109],"demonstrate":[110],"models,":[113],"particularly":[114],"XLM-RoBERTaBASE,":[115],"outperform":[116],"classification.":[124],"macro":[126],"average":[127,133],"F1-score":[128,134],"0.77":[130],"micro":[132],"0.78":[136],"achieved":[137],"best-performing":[140],"model":[141,204,225],"indicates":[142],"transformers":[147],"with":[148],"fine-tuning.":[149],"also":[152],"employs":[153],"t-SNE":[155],"visualization":[156,173],"gain":[158],"insights":[159],"into":[160],"overlapping":[162,182],"between":[163,178],"areas":[168],"where":[169],"misclassifications":[170],"occur.":[171],"reveals":[174],"misclassification":[176],"occur":[177],"closely":[179],"or":[181],"intents,":[183],"especially":[184],"when":[185],"have":[188],"multiple":[189],"intents.":[190],"Overall,":[191],"contributes":[194],"field":[197],"legal":[199,242],"creating":[202],"can":[206,216],"accurately":[207],"classify":[208],"276,":[214],"which":[215,239],"be":[217,227],"extrapolated":[218],"other":[220],"sexual":[221,245,272,284],"laws.":[223],"will":[226,240],"used":[228],"train":[230],"updated":[232],"version":[233],"LAW-U,":[235],"specifically":[236],"called":[237],"LAW-U-RoBERTa,":[238],"provide":[241],"recommendations":[243],"survivors":[247,270],"empower":[249],"them":[250],"reaffirm":[252],"their":[253],"inherent":[254],"rights":[255],"seeking":[257],"justice.":[258],"demonstrates":[261],"potential":[263],"artificial":[265],"intelligence":[266],"chatbots":[267],"contribute":[275],"fight":[278],"problem":[282],"violence.":[285]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-07-18T00:00:00"}