{"id":"https://openalex.org/W2963879260","doi":"https://doi.org/10.18653/v1/p18-2005","title":"Towards Robust and Privacy-preserving Text Representations","display_name":"Towards Robust and Privacy-preserving Text Representations","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2963879260","doi":"https://doi.org/10.18653/v1/p18-2005","mag":"2963879260"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p18-2005","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-2005","pdf_url":"https://www.aclweb.org/anthology/P18-2005.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 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/P18-2005.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100413878","display_name":"Yitong Li","orcid":"https://orcid.org/0000-0003-0640-5992"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Yitong Li","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103085805","display_name":"Timothy Baldwin","orcid":"https://orcid.org/0000-0002-4445-1386"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Timothy Baldwin","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078530959","display_name":"Trevor Cohn","orcid":"https://orcid.org/0000-0003-4363-1673"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Trevor Cohn","raw_affiliation_strings":["School of Computing and Information Systems The University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems The University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100413878"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":15.1649,"has_fulltext":true,"cited_by_count":146,"citation_normalized_percentile":{"value":0.99093488,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9970999956130981,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9970999956130981,"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/T10028","display_name":"Topic Modeling","score":0.9969000220298767,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9890000224113464,"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":0.807091474533081},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5097019672393799},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5093958973884583},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4442337155342102},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4357697367668152},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.43456465005874634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09732005000114441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.807091474533081},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5097019672393799},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5093958973884583},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4442337155342102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4357697367668152},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.43456465005874634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09732005000114441},{"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/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/p18-2005","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-2005","pdf_url":"https://www.aclweb.org/anthology/P18-2005.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 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/p18-2005","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p18-2005","pdf_url":"https://www.aclweb.org/anthology/P18-2005.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 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G5826793460","display_name":"Adaptive Context-Dependent Machine Translation for Heterogeneous Text","funder_award_id":"FT130101105","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320312169","display_name":"National Computational Infrastructure","ror":"https://ror.org/04yx6dh41"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963879260.pdf","grobid_xml":"https://content.openalex.org/works/W2963879260.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W1832693441","https://openalex.org/W1982858363","https://openalex.org/W2029917036","https://openalex.org/W2053637704","https://openalex.org/W2064675550","https://openalex.org/W2099471712","https://openalex.org/W2109426455","https://openalex.org/W2120354757","https://openalex.org/W2143995218","https://openalex.org/W2153579005","https://openalex.org/W2163302275","https://openalex.org/W2169200297","https://openalex.org/W2250559305","https://openalex.org/W2252241921","https://openalex.org/W2253444830","https://openalex.org/W2460907386","https://openalex.org/W2473418344","https://openalex.org/W2539350388","https://openalex.org/W2591882872","https://openalex.org/W2951368041","https://openalex.org/W2962787423","https://openalex.org/W3146885639","https://openalex.org/W4294170691","https://openalex.org/W4320013936"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2951359407","https://openalex.org/W2124566234","https://openalex.org/W3136979370","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2904126538","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Written":[0],"text":[1],"often":[2],"provides":[3],"sufficient":[4],"clues":[5],"to":[6,49,64,76,89],"identify":[7],"the":[8,18,80],"author,":[9],"their":[10],"gender,":[11],"age,":[12],"and":[13,22],"other":[14],"important":[15,52],"attributes.":[16,66],"Consequently,":[17],"authorship":[19],"of":[20],"training":[21,56],"evaluation":[23,91],"corpora":[24],"can":[25],"have":[26],"unforeseen":[27],"impacts,":[28],"including":[29,93],"differing":[30],"model":[31],"performance":[32],"for":[33],"different":[34],"user":[35],"groups,":[36],"as":[37,39,83,85],"well":[38,84],"privacy":[40,78],"implications.":[41],"In":[42],"this":[43,74],"paper,":[44],"we":[45,71],"propose":[46],"an":[47],"approach":[48],"explicitly":[50],"obscure":[51],"author":[53],"characteristics":[54],"at":[55],"time,":[57],"such":[58],"that":[59,73],"representations":[60],"learned":[61,81],"are":[62],"invariant":[63],"these":[65],"Evaluating":[67],"on":[68],"two":[69],"tasks,":[70],"show":[72],"leads":[75],"increased":[77],"in":[79],"representations,":[82],"more":[86],"robust":[87],"models":[88],"varying":[90],"conditions,":[92],"out-of-domain":[94],"corpora.":[95]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":42},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":22},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}