{"id":"https://openalex.org/W4380053229","doi":"https://doi.org/10.1109/taslp.2023.3278185","title":"An Unsupervised Framework With Attention Mechanism and Embedding Perturbed Encoder for Non-Parallel Text Sentiment Style Transfer","display_name":"An Unsupervised Framework With Attention Mechanism and Embedding Perturbed Encoder for Non-Parallel Text Sentiment Style Transfer","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4380053229","doi":"https://doi.org/10.1109/taslp.2023.3278185"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2023.3278185","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/taslp.2023.3278185","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-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/A5055765786","display_name":"Yuanzhi Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanzhi Liu","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-4873-3214","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084996306","display_name":"Min He","orcid":"https://orcid.org/0000-0002-8135-4198"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min He","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-8135-4198","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015819576","display_name":"Qingqing Yang","orcid":"https://orcid.org/0000-0002-5829-5863"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqing Yang","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049449184","display_name":"Gwanggil Jeon","orcid":"https://orcid.org/0000-0002-0651-4278"},"institutions":[{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gwanggil Jeon","raw_affiliation_strings":["Department of Embedded Systems Engineering, Incheon National University, Incheon-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-0651-4278","affiliations":[{"raw_affiliation_string":"Department of Embedded Systems Engineering, Incheon National University, Incheon-do, South Korea","institution_ids":["https://openalex.org/I146429904"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2345,"currency":"USD","value_usd":2345},"apc_paid":null,"fwci":0.1313,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56224484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"31","issue":null,"first_page":"2134","last_page":"2144"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9997000098228455,"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":0.9993000030517578,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9864000082015991,"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":0.812866747379303},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.689934492111206},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6622305512428284},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6260368824005127},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6208548545837402},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6181809306144714},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6165251135826111},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5854198932647705},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5614822506904602},{"id":"https://openalex.org/keywords/fluency","display_name":"Fluency","score":0.5117015838623047},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4837908446788788},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.47557345032691956},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4457281529903412},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.438793420791626},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.21672722697257996},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17283537983894348}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.812866747379303},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.689934492111206},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6622305512428284},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6260368824005127},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6208548545837402},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6181809306144714},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6165251135826111},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5854198932647705},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5614822506904602},{"id":"https://openalex.org/C2777413886","wikidata":"https://www.wikidata.org/wiki/Q3276013","display_name":"Fluency","level":2,"score":0.5117015838623047},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4837908446788788},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.47557345032691956},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4457281529903412},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.438793420791626},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.21672722697257996},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17283537983894348},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2023.3278185","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/taslp.2023.3278185","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2134800885","https://openalex.org/W2470673105","https://openalex.org/W2605243085","https://openalex.org/W2617566453","https://openalex.org/W2885318751","https://openalex.org/W2888161220","https://openalex.org/W2898410387","https://openalex.org/W2898637464","https://openalex.org/W2925000324","https://openalex.org/W2951523806","https://openalex.org/W2952335829","https://openalex.org/W2962793481","https://openalex.org/W2962917899","https://openalex.org/W2963241138","https://openalex.org/W2963373786","https://openalex.org/W2963631950","https://openalex.org/W2963667126","https://openalex.org/W2964222296","https://openalex.org/W2970562804","https://openalex.org/W2972427777","https://openalex.org/W3004665584","https://openalex.org/W3026792328","https://openalex.org/W3034917202","https://openalex.org/W3173905592","https://openalex.org/W4205592637","https://openalex.org/W4289306372","https://openalex.org/W4318338007","https://openalex.org/W4320013936","https://openalex.org/W4385245566","https://openalex.org/W4385573851","https://openalex.org/W4391602018","https://openalex.org/W6621378261","https://openalex.org/W6640963894","https://openalex.org/W6679855610","https://openalex.org/W6718379498","https://openalex.org/W6738394178","https://openalex.org/W6739901393","https://openalex.org/W6741121127","https://openalex.org/W6753579488","https://openalex.org/W6754928636","https://openalex.org/W6768993005","https://openalex.org/W6772197573","https://openalex.org/W6777943453","https://openalex.org/W6805816109","https://openalex.org/W6855366245"],"related_works":["https://openalex.org/W2365169615","https://openalex.org/W1970538215","https://openalex.org/W2400151637","https://openalex.org/W2975827637","https://openalex.org/W3186997021","https://openalex.org/W2997097677","https://openalex.org/W4200618314","https://openalex.org/W4308088897","https://openalex.org/W2911655849","https://openalex.org/W4286432911"],"abstract_inverted_index":{"Text":[0],"sentiment":[1,8,19,38,69,82,145,168],"style":[2,20,39,70,83,146,169],"transfer":[3,14,40,170],"aims":[4],"to":[5,62,79,97,102,106,119,140],"extract":[6],"the":[7,23,36,53,64,73,81,86,103,108,114,127,132,142,150,158,165],"words":[9,125,139],"from":[10,85],"a":[11,49],"sentence":[12],"and":[13,56,154,174],"them":[15],"into":[16],"another":[17],"expected":[18],"while":[21],"retaining":[22],"original":[24],"sentence's":[25],"content.":[26],"However,":[27],"previous":[28,162],"works":[29,163],"have":[30],"not":[31],"achieved":[32],"satisfactory":[33],"performance":[34,65],"on":[35,136,149,164],"text":[37,68],"task,":[41],"especially":[42],"for":[43,123],"non-parallel":[44,67],"text.":[45],"In":[46],"this":[47],"article,":[48],"novel":[50],"framework":[51,160],"with":[52],"attention":[54,75,115],"mechanism":[55,76,116],"embedding":[57,92,104],"perturbed":[58,93],"encoder":[59,94],"is":[60,77,95,117],"proposed":[61],"improve":[63],"of":[66,144,152,167],"transfer.":[71,147],"Firstly,":[72],"reverse":[74],"adopted":[78],"disentangle":[80],"information":[84],"latent":[87,109],"representation.":[88],"And":[89],"then":[90],"an":[91,99],"designed":[96],"append":[98],"adjustable":[100],"noise":[101],"space":[105],"make":[107],"representation":[110],"more":[111],"semantic.":[112],"Finally,":[113],"introduced":[118],"give":[120],"different":[121],"weights":[122],"generated":[124],"during":[126],"decoding":[128],"process,":[129],"so":[130],"that":[131,157],"model":[133],"can":[134],"focus":[135],"those":[137],"high-weight":[138],"enhance":[141],"quality":[143],"Experiments":[148],"corpora":[151],"Yelp":[153],"IMDB":[155],"demonstrate":[156],"suggested":[159],"outperforms":[161],"aspects":[166],"accuracy,":[171],"content":[172],"preservation":[173],"language":[175],"fluency.":[176]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}