{"id":"https://openalex.org/W4402671599","doi":"https://doi.org/10.18653/v1/2024.acl-long.467","title":"Towards Privacy-Aware Sign Language Translation at Scale","display_name":"Towards Privacy-Aware Sign Language Translation at Scale","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402671599","doi":"https://doi.org/10.18653/v1/2024.acl-long.467"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2024.acl-long.467","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-long.467","pdf_url":"https://aclanthology.org/2024.acl-long.467.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.acl-long.467.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007759955","display_name":"Phillip Rust","orcid":"https://orcid.org/0000-0001-5123-821X"},"institutions":[{"id":"https://openalex.org/I4210107233","display_name":"Language Science (South Korea)","ror":"https://ror.org/01h9v1373","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210107233"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Phillip Rust","raw_affiliation_strings":["K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Natural Language Processing, DK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"K\u00f8benhavns Universitet, Faculty of Science, Department of Computer Science, Natural Language Processing, DK","institution_ids":["https://openalex.org/I4210107233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100672423","display_name":"Bowen Shi","orcid":"https://orcid.org/0000-0002-0689-9964"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bowen Shi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051093305","display_name":"Skyler Wang","orcid":"https://orcid.org/0000-0002-0639-945X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Skyler Wang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058880614","display_name":"Necati Cihan Camg\u00f6z","orcid":"https://orcid.org/0000-0002-6866-4482"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Necati Cihan Camgoz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5104441926","display_name":"Jean Maillard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jean Maillard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7965,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.90374923,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"8624","last_page":"8641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9724000096321106,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.76796555519104},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.6180474758148193},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5500756502151489},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4717745780944824},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.43106043338775635},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4219821095466614},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.41743776202201843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38012799620628357},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31087660789489746}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.76796555519104},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.6180474758148193},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5500756502151489},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4717745780944824},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.43106043338775635},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4219821095466614},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.41743776202201843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38012799620628357},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31087660789489746},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2024.acl-long.467","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-long.467","pdf_url":"https://aclanthology.org/2024.acl-long.467.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/97ae8e60-ed2b-4a0f-9332-4e8b69dae9a1","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/97ae8e60-ed2b-4a0f-9332-4e8b69dae9a1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Rust , P , Shi , B , Wang , S , Camg\u00f6z , N C & Maillard , J 2024 , Towards Privacy-Aware Sign Language Translation at Scale . in L-W Ku , A F T Martins & V Srikumar (eds) , Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) . Association for Computational Linguistics (ACL) , pp. 8624-8641 , 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 , Bangkok , Thailand , 11/08/2024 . https://doi.org/10.18653/v1/2024.acl-long.467","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.acl-long.467","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-long.467","pdf_url":"https://aclanthology.org/2024.acl-long.467.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402671599.pdf","grobid_xml":"https://content.openalex.org/works/W4402671599.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3011059803","https://openalex.org/W2775554247","https://openalex.org/W2883671469","https://openalex.org/W2728761353","https://openalex.org/W2110168585","https://openalex.org/W3107474891","https://openalex.org/W2250213760","https://openalex.org/W4386247111","https://openalex.org/W4327642362","https://openalex.org/W2587014613"],"abstract_inverted_index":{"A":[0],"major":[1],"impediment":[2],"to":[3,32,48],"the":[4,15,22,33,49,55,113,117,131],"advancement":[5],"of":[6,14,35,51,58,79,135],"sign":[7,16],"language":[8,17],"translation":[9],"(SLT)":[10],"is":[11],"data":[12,18],"scarcity.Much":[13],"currently":[19],"available":[20],"on":[21,89,99,112,125],"web":[23],"cannot":[24],"be":[25],"used":[26],"for":[27,71,143],"training":[28],"supervised":[29,96],"models":[30],"due":[31,47],"lack":[34],"aligned":[36],"captions.Furthermore,":[37],"scaling":[38],"SLT":[39,59,73,97,110],"using":[40],"large-scale":[41],"web-scraped":[42],"datasets":[43],"bears":[44],"privacy":[45],"risks":[46],"presence":[50],"biometric":[52],"information,":[53],"which":[54,84],"responsible":[56],"development":[57],"technologies":[60],"should":[61],"account":[62],"for.In":[63],"this":[64],"work,":[65],"we":[66,128],"propose":[67],"a":[68,100],"twostage":[69],"framework":[70],"privacy-aware":[72],"at":[74],"scale":[75],"that":[76],"addresses":[77],"both":[78],"these":[80],"issues.We":[81],"introduce":[82],"SSVP-SLT,":[83],"leverages":[85],"selfsupervised":[86],"video":[87],"pretraining":[88,137],"anonymized":[90],"and":[91,107,133,138],"unannotated":[92],"videos,":[93],"followed":[94],"by":[95,121],"finetuning":[98],"curated":[101],"parallel":[102],"dataset.SSVP-SLT":[103],"achieves":[104],"state-of-the-art":[105],"finetuned":[106],"zero-shot":[108],"gloss-free":[109],"performance":[111],"How2Sign":[114],"dataset,":[115],"outperforming":[116],"strongest":[118],"respective":[119],"baselines":[120],"over":[122],"3":[123],"BLEU-4.Based":[124],"controlled":[126],"experiments,":[127],"further":[129],"discuss":[130],"advantages":[132],"limitations":[134],"self-supervised":[136],"anonymization":[139],"via":[140],"facial":[141],"obfuscation":[142],"SLT.":[144],"1":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
