{"id":"https://openalex.org/W4311978881","doi":"https://doi.org/10.3233/faia220471","title":"Autosuggestion of Relevant Cases and Statutes","display_name":"Autosuggestion of Relevant Cases and Statutes","publication_year":2022,"publication_date":"2022-12-05","ids":{"openalex":"https://openalex.org/W4311978881","doi":"https://doi.org/10.3233/faia220471"},"language":"en","primary_location":{"id":"doi:10.3233/faia220471","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220471","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220471","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/FAIA220471","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060336228","display_name":"Saran Pandian","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Saran Pandian","raw_affiliation_strings":["Lawnics Technologies, India"],"affiliations":[{"raw_affiliation_string":"Lawnics Technologies, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025119387","display_name":"Shubham Joshi","orcid":"https://orcid.org/0000-0003-3815-1261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shubham Joshi","raw_affiliation_strings":["Lawnics Technologies, India"],"affiliations":[{"raw_affiliation_string":"Lawnics Technologies, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060336228"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31702009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/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/T13643","display_name":"Artificial Intelligence in Law","score":0.9969000220298767,"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/T10028","display_name":"Topic Modeling","score":0.9918000102043152,"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/statute","display_name":"Statute","score":0.9399552345275879},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.5819178223609924},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5375544428825378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4687006175518036},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.40423524379730225},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.08328425884246826}],"concepts":[{"id":"https://openalex.org/C17319257","wikidata":"https://www.wikidata.org/wiki/Q21189184","display_name":"Statute","level":2,"score":0.9399552345275879},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.5819178223609924},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5375544428825378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4687006175518036},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.40423524379730225},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.08328425884246826},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia220471","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220471","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220471","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/faia220471","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220471","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220471","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":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311978881.pdf","grobid_xml":"https://content.openalex.org/works/W4311978881.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1536826708","https://openalex.org/W1614298861","https://openalex.org/W2882319491","https://openalex.org/W2896457183","https://openalex.org/W2903938540","https://openalex.org/W3099950029","https://openalex.org/W3174249157","https://openalex.org/W4232812820","https://openalex.org/W4287199807","https://openalex.org/W6753056052","https://openalex.org/W6784117431","https://openalex.org/W6795402733"],"related_works":["https://openalex.org/W2748952813","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/W4241569046","https://openalex.org/W2380814634"],"abstract_inverted_index":{"In":[0,25],"this":[1,26],"paper,":[2],"we":[3,28,40,66],"describe":[4],"a":[5],"method":[6,70],"to":[7,42,78],"help":[8],"legal":[9,23],"practitioners":[10],"in":[11],"citing":[12],"the":[13,21,30,44,49,69],"relevant":[14,45],"case":[15,32,79],"laws":[16,19],"and":[17,33,62],"statute":[18,34,74],"for":[20,73],"specified":[22],"issue.":[24],"method,":[27],"consider":[29],"cited":[31],"law":[35,75,80],"as":[36],"single":[37],"tokens":[38,46],"where":[39],"try":[41],"find":[43],"based":[47],"on":[48],"words":[50],"around":[51],"these":[52],"tokens.":[53],"We":[54],"observed":[55,67],"that":[56,68],"context-based":[57],"representations":[58,61],"outperformed":[59],"lexical-based":[60],"distributional":[63],"representations.":[64],"Also,":[65],"works":[71],"better":[72],"retrieval":[76],"compared":[77],"retrieval.":[81]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}