{"id":"https://openalex.org/W3117861378","doi":"https://doi.org/10.18653/v1/2020.coling-main.37","title":"Multimodal Review Generation with Privacy and Fairness Awareness","display_name":"Multimodal Review Generation with Privacy and Fairness Awareness","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3117861378","doi":"https://doi.org/10.18653/v1/2020.coling-main.37","mag":"3117861378"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2020.coling-main.37","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.coling-main.37","pdf_url":"https://www.aclweb.org/anthology/2020.coling-main.37.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 28th International Conference on Computational Linguistics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/2020.coling-main.37.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028720787","display_name":"Xuan-Son Vu","orcid":"https://orcid.org/0000-0001-8820-2405"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK","SE","SG"],"is_corresponding":true,"raw_author_name":"Xuan-Son Vu","raw_affiliation_strings":["University of Engineering and Technology","Vietnam National University, Vietnam","Department of Computing Science Ume\u00e5 University, Sweden","Institute of High Performance Computing A*STAR, Singapore"],"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology","institution_ids":["https://openalex.org/I142732210"]},{"raw_affiliation_string":"Vietnam National University, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Department of Computing Science Ume\u00e5 University, Sweden","institution_ids":["https://openalex.org/I90267481"]},{"raw_affiliation_string":"Institute of High Performance Computing A*STAR, Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009100757","display_name":"Thanh-Son Nguyen","orcid":"https://orcid.org/0000-0001-7904-4951"},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]},{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]}],"countries":["PK","SE","SG"],"is_corresponding":false,"raw_author_name":"Thanh-Son Nguyen","raw_affiliation_strings":["Institute of High Performance Computing A*STAR, Singapore","Vietnam National University, Vietnam","University of Engineering and Technology","Department of Computing Science Ume\u00e5 University, Sweden"],"affiliations":[{"raw_affiliation_string":"Institute of High Performance Computing A*STAR, Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Vietnam National University, Vietnam","institution_ids":[]},{"raw_affiliation_string":"University of Engineering and Technology","institution_ids":["https://openalex.org/I142732210"]},{"raw_affiliation_string":"Department of Computing Science Ume\u00e5 University, Sweden","institution_ids":["https://openalex.org/I90267481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101555110","display_name":"Duc-Trong Le","orcid":"https://orcid.org/0000-0003-4621-8956"},"institutions":[{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]},{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK","SE","SG"],"is_corresponding":false,"raw_author_name":"Duc-Trong Le","raw_affiliation_strings":["Department of Computing Science Ume\u00e5 University, Sweden","University of Engineering and Technology","Institute of High Performance Computing A*STAR, Singapore","Vietnam National University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science Ume\u00e5 University, Sweden","institution_ids":["https://openalex.org/I90267481"]},{"raw_affiliation_string":"University of Engineering and Technology","institution_ids":["https://openalex.org/I142732210"]},{"raw_affiliation_string":"Institute of High Performance Computing A*STAR, Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Vietnam National University, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013135449","display_name":"Lili Jiang","orcid":"https://orcid.org/0000-0002-7788-3986"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I3004594783","display_name":"Institute of High Performance Computing","ror":"https://ror.org/02n0ejh50","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3004594783","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]},{"id":"https://openalex.org/I90267481","display_name":"Ume\u00e5 University","ror":"https://ror.org/05kb8h459","country_code":"SE","type":"education","lineage":["https://openalex.org/I90267481"]}],"countries":["PK","SE","SG"],"is_corresponding":false,"raw_author_name":"Lili Jiang","raw_affiliation_strings":["Department of Computing Science Ume\u00e5 University, Sweden","University of Engineering and Technology","Institute of High Performance Computing A*STAR, Singapore","Vietnam National University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Department of Computing Science Ume\u00e5 University, Sweden","institution_ids":["https://openalex.org/I90267481"]},{"raw_affiliation_string":"University of Engineering and Technology","institution_ids":["https://openalex.org/I142732210"]},{"raw_affiliation_string":"Institute of High Performance Computing A*STAR, Singapore","institution_ids":["https://openalex.org/I3004594783","https://openalex.org/I115228651"]},{"raw_affiliation_string":"Vietnam National University, Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028720787"],"corresponding_institution_ids":["https://openalex.org/I115228651","https://openalex.org/I142732210","https://openalex.org/I3004594783","https://openalex.org/I90267481"],"apc_list":null,"apc_paid":null,"fwci":0.5302,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74035834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"414","last_page":"425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9966999888420105,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8579421043395996},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.7177922129631042},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6345961689949036},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5737324953079224},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5598459243774414},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.46431800723075867},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.414181113243103},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.4101518988609314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.304037868976593},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14928486943244934}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8579421043395996},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.7177922129631042},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6345961689949036},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5737324953079224},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5598459243774414},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.46431800723075867},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.414181113243103},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.4101518988609314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.304037868976593},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14928486943244934},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2020.coling-main.37","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.coling-main.37","pdf_url":"https://www.aclweb.org/anthology/2020.coling-main.37.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 28th International Conference on Computational Linguistics","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:umu-180724","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-180724","pdf_url":null,"source":{"id":"https://openalex.org/S4306400361","display_name":"DiVA at Ume\u00e5 University (Ume\u00e5 University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I90267481","host_organization_name":"Ume\u00e5 University","host_organization_lineage":["https://openalex.org/I90267481"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.18653/v1/2020.coling-main.37","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.coling-main.37","pdf_url":"https://www.aclweb.org/anthology/2020.coling-main.37.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 28th International Conference on Computational Linguistics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3117861378.pdf","grobid_xml":"https://content.openalex.org/works/W3117861378.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1514535095","https://openalex.org/W1591801644","https://openalex.org/W1614298861","https://openalex.org/W1889081078","https://openalex.org/W1895577753","https://openalex.org/W1956340063","https://openalex.org/W1985249735","https://openalex.org/W2027595342","https://openalex.org/W2064675550","https://openalex.org/W2098622176","https://openalex.org/W2101105183","https://openalex.org/W2108325777","https://openalex.org/W2133459682","https://openalex.org/W2160660844","https://openalex.org/W2161229593","https://openalex.org/W2181523240","https://openalex.org/W2183341477","https://openalex.org/W2187897452","https://openalex.org/W2250539671","https://openalex.org/W2473418344","https://openalex.org/W2561529111","https://openalex.org/W2607579284","https://openalex.org/W2740167620","https://openalex.org/W2779385623","https://openalex.org/W2798277467","https://openalex.org/W2880875857","https://openalex.org/W2893425640","https://openalex.org/W2896457183","https://openalex.org/W2901056065","https://openalex.org/W2910283416","https://openalex.org/W2911978475","https://openalex.org/W2912678722","https://openalex.org/W2922613578","https://openalex.org/W2950103651","https://openalex.org/W2950577311","https://openalex.org/W2962951800","https://openalex.org/W2963341956","https://openalex.org/W2963693643","https://openalex.org/W2964207259","https://openalex.org/W2965373594","https://openalex.org/W2974817986","https://openalex.org/W3047623830","https://openalex.org/W3181414820","https://openalex.org/W4285790115"],"related_works":["https://openalex.org/W947140380","https://openalex.org/W3186997021","https://openalex.org/W4200618314","https://openalex.org/W4308088897","https://openalex.org/W4286432911","https://openalex.org/W4230884544","https://openalex.org/W4245453790","https://openalex.org/W3194985222","https://openalex.org/W3216571906","https://openalex.org/W4214830338"],"abstract_inverted_index":{"Users":[0],"express":[1],"their":[2],"opinions":[3],"towards":[4],"entities":[5],"(e.g.,":[6],"restaurants)":[7],"via":[8],"online":[9],"reviews":[10,24,59,70,117],"which":[11,56],"can":[12],"be":[13],"in":[14,32,98],"diverse":[15],"forms":[16],"such":[17,38],"as":[18,39],"text,":[19],"ratings,":[20],"and":[21,43,62,75,91,126,147],"images.":[22],"Modeling":[23],"are":[25,140],"advantageous":[26],"for":[27,86,95],"user":[28,124,145],"behavior":[29],"understanding":[30],"which,":[31],"turn,":[33],"supports":[34],"various":[35],"user-oriented":[36],"tasks":[37],"recommendation,":[40],"sentiment":[41,76,96,148],"analysis,":[42],"review":[44,106,152],"generation.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,78,139],"propose":[50,79],"MG-PriFair,":[51],"a":[52,80],"multimodal":[53],"neural-based":[54],"framework,":[55],"generates":[57],"personalized":[58],"with":[60],"privacy":[61,88,146],"fairness":[63,97,149],"awareness.":[64],"Motivated":[65],"by":[66],"the":[67,99,120,128,134,141,151],"fact":[68],"that":[69,109],"might":[71],"contain":[72],"personal":[73],"information":[74],"bias,":[77],"novel":[81,105],"differentially":[82],"private":[83],"(dp)-embedding":[84],"model":[85],"training":[87],"guaranteed":[89],"embeddings":[90],"an":[92],"evaluation":[93],"approach":[94],"food-review":[100],"domain.":[101],"Experiments":[102],"on":[103],"our":[104,137],"dataset":[107],"show":[108],"MG-PriFair":[110],"is":[111],"capable":[112],"of":[113,122,136],"generating":[114],"plausibly":[115],"long":[116],"while":[118],"controlling":[119],"amount":[121],"exploited":[123],"data":[125],"using":[127],"least":[129],"sentimentbiased":[130],"word":[131],"embeddings.":[132],"To":[133],"best":[135],"knowledge,":[138],"first":[142],"to":[143],"bring":[144],"into":[150],"generation":[153],"task.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
