{"id":"https://openalex.org/W4393406926","doi":"https://doi.org/10.1109/aiccsa59173.2023.10479342","title":"A Study on the Relevance of Generic Word Embeddings for Sentence Classification in Hepatic Surgery","display_name":"A Study on the Relevance of Generic Word Embeddings for Sentence Classification in Hepatic Surgery","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4393406926","doi":"https://doi.org/10.1109/aiccsa59173.2023.10479342"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa59173.2023.10479342","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aiccsa59173.2023.10479342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://cea.hal.science/cea-04559674/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094304578","display_name":"Achir Oukelmoun","orcid":null},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Achir Oukelmoun","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay,CEA, List,Palaiseau,France,F-91120"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay,CEA, List,Palaiseau,France,F-91120","institution_ids":["https://openalex.org/I4210085861","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110302916","display_name":"Nasredine Semmar","orcid":"https://orcid.org/0000-0002-4685-6053"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nasredine Semmar","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay,CEA, List,Palaiseau,France,F-91120"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay,CEA, List,Palaiseau,France,F-91120","institution_ids":["https://openalex.org/I4210085861","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078953383","display_name":"Ga\u00ebl de Chalendar","orcid":"https://orcid.org/0000-0003-4460-0297"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210085861","display_name":"Laboratoire d'Int\u00e9gration des Syst\u00e8mes et des Technologies","ror":"https://ror.org/000dbcc61","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I277688954","https://openalex.org/I4210085861","https://openalex.org/I4210117989"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ga\u00ebl De Chalendar","raw_affiliation_strings":["Universit&#x00E9; Paris-Saclay,CEA, List,Palaiseau,France,F-91120"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Paris-Saclay,CEA, List,Palaiseau,France,F-91120","institution_ids":["https://openalex.org/I4210085861","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079779291","display_name":"Enguerrand Habran","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119860","display_name":"Laboratoire d'\u00e9tudes sur les monoth\u00e9ismes","ror":"https://ror.org/02m0hy518","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I203339264","https://openalex.org/I2746051580","https://openalex.org/I39804081","https://openalex.org/I4210119860","https://openalex.org/I4210150854","https://openalex.org/I4405259976"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Enguerrand Habran","raw_affiliation_strings":["Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800","institution_ids":["https://openalex.org/I4210119860"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025554009","display_name":"\u00c9ric Vibert","orcid":"https://orcid.org/0000-0003-3297-1947"},"institutions":[{"id":"https://openalex.org/I4210119860","display_name":"Laboratoire d'\u00e9tudes sur les monoth\u00e9ismes","ror":"https://ror.org/02m0hy518","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I203339264","https://openalex.org/I2746051580","https://openalex.org/I39804081","https://openalex.org/I4210119860","https://openalex.org/I4210150854","https://openalex.org/I4405259976"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Vibert","raw_affiliation_strings":["Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800","institution_ids":["https://openalex.org/I4210119860"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092820634","display_name":"Emma Goblet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119860","display_name":"Laboratoire d'\u00e9tudes sur les monoth\u00e9ismes","ror":"https://ror.org/02m0hy518","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I203339264","https://openalex.org/I2746051580","https://openalex.org/I39804081","https://openalex.org/I4210119860","https://openalex.org/I4210150854","https://openalex.org/I4405259976"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emma Goblet","raw_affiliation_strings":["Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800","institution_ids":["https://openalex.org/I4210119860"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094304579","display_name":"Mariame Oukelmoun","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mariame Oukelmoun","raw_affiliation_strings":["Centre Hospitalier Cheikh Zaid,Rabat,Morocco,10000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Hospitalier Cheikh Zaid,Rabat,Morocco,10000","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079979267","display_name":"Marc\u2010Antoine Allard","orcid":"https://orcid.org/0000-0003-3901-5632"},"institutions":[{"id":"https://openalex.org/I4210119860","display_name":"Laboratoire d'\u00e9tudes sur les monoth\u00e9ismes","ror":"https://ror.org/02m0hy518","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I203339264","https://openalex.org/I2746051580","https://openalex.org/I39804081","https://openalex.org/I4210119860","https://openalex.org/I4210150854","https://openalex.org/I4405259976"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc-Antoine Allard","raw_affiliation_strings":["Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rue de la Chapelle de l&#x2019;H&#x00F4;pital,Chaire BOPA,Villejuif,France,94800","institution_ids":["https://openalex.org/I4210119860"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34340479,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.9014999866485596,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.9014999866485596,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7856031656265259},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6908852458000183},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6590501666069031},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6164980530738831},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5803346037864685},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45552003383636475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41668376326560974},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.20380470156669617}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7856031656265259},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6908852458000183},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6590501666069031},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6164980530738831},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5803346037864685},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45552003383636475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41668376326560974},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.20380470156669617},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/aiccsa59173.2023.10479342","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/aiccsa59173.2023.10479342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 20th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:cea-04559674v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-04559674","pdf_url":"https://cea.hal.science/cea-04559674/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.computer.org/csdl/proceedings/aiccsa/2023/1VOAizMiU2k","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:cea-04559674v1","is_oa":true,"landing_page_url":"https://cea.hal.science/cea-04559674","pdf_url":"https://cea.hal.science/cea-04559674/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.computer.org/csdl/proceedings/aiccsa/2023/1VOAizMiU2k","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393406926.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2052611008","https://openalex.org/W2250539671","https://openalex.org/W2251803266","https://openalex.org/W2490420619","https://openalex.org/W2493916176","https://openalex.org/W2883814581","https://openalex.org/W2952436323","https://openalex.org/W2956530858","https://openalex.org/W2986154550","https://openalex.org/W3040622027","https://openalex.org/W3095771422","https://openalex.org/W3103187652","https://openalex.org/W3105248300","https://openalex.org/W3124078042","https://openalex.org/W3177450194","https://openalex.org/W4225690465","https://openalex.org/W4286895487","https://openalex.org/W4294170691","https://openalex.org/W4312868944","https://openalex.org/W4377191776","https://openalex.org/W6796399376","https://openalex.org/W6803513542","https://openalex.org/W6804668759"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W2106071040","https://openalex.org/W2375873920","https://openalex.org/W1967370444","https://openalex.org/W2157408137","https://openalex.org/W2150136235","https://openalex.org/W4312252109","https://openalex.org/W2296205523"],"abstract_inverted_index":{"While":[0],"the":[1,54,60,74,97,114,151],"fine-tuning":[2,75],"process":[3],"of":[4,56,76,99,116,130,167],"extensive":[5],"contextual":[6,163,175],"language":[7,78],"models":[8,17,164],"often":[9],"demands":[10],"substantial":[11],"computational":[12,46,71,159],"capacity,":[13],"utilizing":[14,59],"generic":[15,162],"pre-trained":[16],"in":[18,165,178],"highly":[19],"specialized":[20,121],"domains":[21],"can":[22],"yield":[23],"suboptimal":[24],"results.":[25],"This":[26,63,94,123,182],"paper":[27],"aims":[28],"to":[29,34,40,84,112],"explore":[30],"an":[31],"innovative":[32],"approach":[33,95],"derive":[35],"pertinent":[36],"word":[37,117,136,168],"embeddings":[38,118,137,169],"tailored":[39],"a":[41,68,107,120,172,189],"specific":[42],"domain":[43,55],"with":[44,157,188],"limited":[45,158],"resources":[47],"(The":[48],"introduced":[49],"methodologies":[50],"are":[51],"tested":[52],"within":[53,67,119],"hepatic":[57],"surgery,":[58],"French":[61],"language.).":[62],"exploration":[64],"takes":[65],"place":[66],"context":[69],"where":[70],"limitations":[72],"prohibit":[73],"large":[77],"models.":[79,145],"A":[80],"new":[81],"embedding":[82],"(referred":[83],"as":[85],"FTW2V)":[86],"that":[87],"combines":[88],"Word2Vec":[89],"and":[90,191],"FastText":[91],"is":[92,110,180],"introduced.":[93,181],"addresses":[96],"challenge":[98],"incorporating":[100],"terms":[101,166],"absent":[102],"from":[103,139,155],"Word2Vec\u2019s":[104],"vocabulary.":[105],"Furthermore,":[106],"novel":[108],"method":[109],"used":[111],"evaluate":[113],"significance":[115],"corpus.":[122],"evaluation":[124],"involves":[125],"comparing":[126],"classification":[127],"scores":[128],"distributions":[129],"classifiers":[131],"(Gradient":[132],"Boosting)":[133],"trained":[134,154],"on":[135],"derived":[138],"benchmarked":[140],"Natural":[141],"Language":[142],"Processing":[143],"(NLP)":[144],"As":[146],"per":[147],"this":[148],"assessment":[149],"technique,":[150],"FTW2V":[152,179],"model,":[153],"scratch":[156],"resources,":[160],"outperforms":[161],"quality.":[170],"Additionally,":[171],"computationally":[173],"efficient":[174],"model":[176,184],"rooted":[177],"modified":[183],"substitutes":[185],"Gradient":[186],"Boosting":[187],"transformer":[190],"integrates":[192],"Part":[193],"Of":[194],"Speech":[195],"labels.":[196]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
