{"id":"https://openalex.org/W4403577317","doi":"https://doi.org/10.1145/3627673.3679581","title":"TEXT CAN BE FAIR: Mitigating Popularity Bias with PLMs by Learning Relative Preference","display_name":"TEXT CAN BE FAIR: Mitigating Popularity Bias with PLMs by Learning Relative Preference","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4403577317","doi":"https://doi.org/10.1145/3627673.3679581"},"language":"en","primary_location":{"id":"doi:10.1145/3627673.3679581","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679581","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5030274499","display_name":"Zuoli Tang","orcid":"https://orcid.org/0009-0006-8335-1157"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuoli Tang","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0006-8335-1157","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001638913","display_name":"Zhaoxin Huan","orcid":"https://orcid.org/0000-0002-3611-0901"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhaoxin Huan","raw_affiliation_strings":["Ant Group, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3611-0901","affiliations":[{"raw_affiliation_string":"Ant Group, Hangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053356951","display_name":"Zihao Li","orcid":"https://orcid.org/0000-0002-1802-4284"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihao Li","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1802-4284","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046251773","display_name":"Shirui Hu","orcid":"https://orcid.org/0009-0005-2151-3408"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shirui Hu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0005-2151-3408","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746436","display_name":"Xiaolu Zhang","orcid":"https://orcid.org/0000-0001-8055-0245"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaolu Zhang","raw_affiliation_strings":["Ant Group, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8055-0245","affiliations":[{"raw_affiliation_string":"Ant Group, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045140292","display_name":"Jun Zhou","orcid":"https://orcid.org/0000-0001-6033-6102"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Zhou","raw_affiliation_strings":["Ant Group, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6033-6102","affiliations":[{"raw_affiliation_string":"Ant Group, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089307887","display_name":"Lixin Zou","orcid":"https://orcid.org/0000-0001-6755-871X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Zou","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-6755-871X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100734069","display_name":"Chenliang Li","orcid":"https://orcid.org/0000-0003-3144-6374"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenliang Li","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-3144-6374","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7112,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71456606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2240","last_page":"2249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9980000257492065,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9980000257492065,"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":0.9972000122070312,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9948999881744385,"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/popularity","display_name":"Popularity","score":0.7352803349494934},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.7168721556663513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5960524678230286},{"id":"https://openalex.org/keywords/preference-learning","display_name":"Preference learning","score":0.4739432632923126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41733086109161377},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2906298041343689},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1855936348438263},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1376570165157318},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12039217352867126}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7352803349494934},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.7168721556663513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5960524678230286},{"id":"https://openalex.org/C181204326","wikidata":"https://www.wikidata.org/wiki/Q7239820","display_name":"Preference learning","level":3,"score":0.4739432632923126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41733086109161377},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2906298041343689},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1855936348438263},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1376570165157318},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12039217352867126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627673.3679581","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627673.3679581","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2963367478","https://openalex.org/W3010512657","https://openalex.org/W3028201915","https://openalex.org/W3034601242","https://openalex.org/W3065542300","https://openalex.org/W3083159507","https://openalex.org/W3088231796","https://openalex.org/W3092103025","https://openalex.org/W3100260481","https://openalex.org/W3102099102","https://openalex.org/W3185773347","https://openalex.org/W3196349267","https://openalex.org/W3201149665","https://openalex.org/W4284669007","https://openalex.org/W4290944002","https://openalex.org/W4310416255","https://openalex.org/W4312551924","https://openalex.org/W4353115442","https://openalex.org/W4384648324","https://openalex.org/W4384648968","https://openalex.org/W4384648988","https://openalex.org/W4384887346","https://openalex.org/W4387846632"],"related_works":["https://openalex.org/W2937325523","https://openalex.org/W4403346496","https://openalex.org/W4205377104","https://openalex.org/W257970033","https://openalex.org/W1994181006","https://openalex.org/W2911102221","https://openalex.org/W2943672508","https://openalex.org/W4285602503","https://openalex.org/W4383737174","https://openalex.org/W4320918405"],"abstract_inverted_index":{"Recently,":[0],"the":[1,15,26,35,41,49,54,62,68,75,86],"item":[2],"textual":[3,55],"information":[4],"has":[5],"been":[6],"exploited":[7],"with":[8],"pre-trained":[9],"language":[10],"models":[11],"(PLMs)":[12],"to":[13,24,47],"enrich":[14],"representations":[16],"of":[17,34],"tail":[18,30],"items.":[19],"The":[20],"underlying":[21],"idea":[22],"is":[23,45,60],"align":[25],"hot":[27],"items":[28,31],"and":[29],"in":[32],"terms":[33],"external":[36],"semantic":[37],"knowledge":[38],"covered":[39],"by":[40,52],"PLM.":[42],"However,":[43],"it":[44],"non-trivial":[46],"eliminate":[48],"popularity":[50,87],"bias":[51],"exploiting":[53],"semantics.":[56],"One":[57],"major":[58],"obstacle":[59],"that":[61,80],"model":[63],"supervision":[64],"still":[65],"counts":[66],"on":[67],"sparse":[69],"yet":[70],"binary":[71],"user":[72],"behaviors.":[73],"In":[74],"preliminary":[76],"investigation,":[77],"we":[78],"discover":[79],"text-based":[81],"recommendations":[82],"also":[83],"suffer":[84],"from":[85],"bias.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
