{"id":"https://openalex.org/W4402811677","doi":"https://doi.org/10.1109/csr61664.2024.10679398","title":"Synthetic Data for Identifying Inclusive Language (Case Study: Job Descriptions in Italian)","display_name":"Synthetic Data for Identifying Inclusive Language (Case Study: Job Descriptions in Italian)","publication_year":2024,"publication_date":"2024-09-02","ids":{"openalex":"https://openalex.org/W4402811677","doi":"https://doi.org/10.1109/csr61664.2024.10679398"},"language":"en","primary_location":{"id":"doi:10.1109/csr61664.2024.10679398","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/csr61664.2024.10679398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cyber Security and Resilience (CSR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027594595","display_name":"Tommaso Romano","orcid":null},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Tommaso Romano","raw_affiliation_strings":["Universit&#x00E0; degli Studi di,Department of Computer Science,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di,Department of Computer Science,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049603822","display_name":"Fatemeh Mohammadi","orcid":"https://orcid.org/0000-0001-9194-3335"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fatemeh Mohammadi","raw_affiliation_strings":["Universit&#x00E0; degli Studi di,Department of Computer Science,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di,Department of Computer Science,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030929146","display_name":"Paolo Ceravolo","orcid":"https://orcid.org/0000-0002-4519-0173"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Ceravolo","raw_affiliation_strings":["Universit&#x00E0; degli Studi di,Department of Computer Science,Milano,Italy"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di,Department of Computer Science,Milano,Italy","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5027594595"],"corresponding_institution_ids":["https://openalex.org/I189158943"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14240022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"737","last_page":"742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.9308000206947327,"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/T13629","display_name":"Text Readability and Simplification","score":0.9308000206947327,"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/computer-science","display_name":"Computer science","score":0.6902257800102234},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5140272378921509},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39333587884902954},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34742164611816406},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.33728498220443726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6902257800102234},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5140272378921509},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39333587884902954},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34742164611816406},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.33728498220443726},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csr61664.2024.10679398","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/csr61664.2024.10679398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Cyber Security and Resilience (CSR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3033829029","https://openalex.org/W4307265889","https://openalex.org/W4313644512","https://openalex.org/W4323841407","https://openalex.org/W4387193271","https://openalex.org/W4387196076"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Using":[0],"a":[1,9,25],"comprehensive":[2],"list":[3],"of":[4,41,94,98,111,120],"job":[5,14,34,114],"titles,":[6],"we":[7,37,62],"propose":[8,80],"framework":[10,84],"to":[11,29,82,108],"automatically":[12],"generate":[13],"descriptions":[15],"in":[16,24,33],"Italian.":[17,128],"This":[18],"synthetic":[19,43,70,105],"data":[20,53,71,74,106],"is":[21,101],"then":[22],"used":[23],"Large":[26,121],"Language":[27,122],"Model":[28],"detect":[30],"inclusive":[31],"language":[32],"postings.":[35],"Finally,":[36],"compare":[38],"the":[39,52,83,109,118],"results":[40],"this":[42],"dataset":[44],"with":[45,72],"real":[46,73],"data.":[47,95],"Our":[48],"study":[49],"demonstrates":[50],"that":[51],"format":[54],"and":[55,65,85,103],"prompting":[56],"method":[57],"signif-icantly":[58],"impact":[59],"performance.":[60],"Additionally,":[61],"identify":[63],"limitations":[64],"key":[66],"considerations":[67],"for":[68,75,88,127],"unifying":[69],"fine-tuning":[76],"purposes.":[77],"We":[78],"also":[79],"improvements":[81],"provide":[86],"guidelines":[87],"effectively":[89],"integrating":[90,104],"these":[91],"two":[92],"types":[93],"The":[96],"novelty":[97],"our":[99],"work":[100],"generating":[102],"due":[107],"scarcity":[110],"annotated":[112],"Italian":[113],"descriptions,":[115],"thereby":[116],"improving":[117],"training":[119],"Models":[123],"(LLMs)":[124],"tailored":[125],"specifically":[126]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
