{"id":"https://openalex.org/W4319983494","doi":"https://doi.org/10.3390/e25020322","title":"Quick Estimate of Information Decomposition for Text Style Transfer","display_name":"Quick Estimate of Information Decomposition for Text Style Transfer","publication_year":2023,"publication_date":"2023-02-10","ids":{"openalex":"https://openalex.org/W4319983494","doi":"https://doi.org/10.3390/e25020322","pmid":"https://pubmed.ncbi.nlm.nih.gov/36832688"},"language":"en","primary_location":{"id":"doi:10.3390/e25020322","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e25020322","pdf_url":null,"source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.3390/e25020322","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084079221","display_name":"Viacheslav Shibaev","orcid":null},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Viacheslav Shibaev","raw_affiliation_strings":["Department of Intelligent Information Technologies, Ural Federal University, 620075 Ekaterinburg, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Intelligent Information Technologies, Ural Federal University, 620075 Ekaterinburg, Russia","institution_ids":["https://openalex.org/I130823665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074755166","display_name":"Eckehard Olbrich","orcid":"https://orcid.org/0000-0002-3987-1271"},"institutions":[{"id":"https://openalex.org/I4210119712","display_name":"Max Planck Institute for Mathematics","ror":"https://ror.org/02dh8ja68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210119712"]},{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eckehard Olbrich","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences Leipzig, 04103 Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences Leipzig, 04103 Leipzig, Germany","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072990982","display_name":"J\u00fcrgen Jost","orcid":"https://orcid.org/0000-0001-5258-6590"},"institutions":[{"id":"https://openalex.org/I4210119712","display_name":"Max Planck Institute for Mathematics","ror":"https://ror.org/02dh8ja68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210119712"]},{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Jost","raw_affiliation_strings":["Max Planck Institute for Mathematics in the Sciences Leipzig, 04103 Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences Leipzig, 04103 Leipzig, Germany","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022562679","display_name":"Ivan P. Yamshchikov","orcid":"https://orcid.org/0000-0003-3784-0671"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4210091327","display_name":"Max Planck Institute for Mathematics in the Sciences","ror":"https://ror.org/00ez2he07","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210091327"]},{"id":"https://openalex.org/I4210119712","display_name":"Max Planck Institute for Mathematics","ror":"https://ror.org/02dh8ja68","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210119712"]}],"countries":["DE","PT"],"is_corresponding":true,"raw_author_name":"Ivan P. Yamshchikov","raw_affiliation_strings":["CEMAPRE, University of Lisbon, 1649-004 Lisboa, Portugal","Max Planck Institute for Mathematics in the Sciences Leipzig, 04103 Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"CEMAPRE, University of Lisbon, 1649-004 Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"Max Planck Institute for Mathematics in the Sciences Leipzig, 04103 Leipzig, Germany","institution_ids":["https://openalex.org/I4210119712","https://openalex.org/I4210091327"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022562679"],"corresponding_institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4210091327","https://openalex.org/I4210119712"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.1797,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52219282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"25","issue":"2","first_page":"322","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"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":0.9987999796867371,"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/T10181","display_name":"Natural Language Processing Techniques","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/T11309","display_name":"Music and Audio Processing","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/decomposition","display_name":"Decomposition","score":0.7546169757843018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7201117277145386},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6398158073425293},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6124054193496704},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5271244645118713},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4289548695087433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37581074237823486},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37491899728775024},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32283616065979004}],"concepts":[{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.7546169757843018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7201117277145386},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6398158073425293},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6124054193496704},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5271244645118713},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4289548695087433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37581074237823486},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37491899728775024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32283616065979004},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/e25020322","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e25020322","pdf_url":null,"source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:36832688","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36832688","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:elar.urfu.ru:10995/130230","is_oa":true,"landing_page_url":"http://elar.urfu.ru/handle/10995/130230","pdf_url":"https://www.mdpi.com/1099-4300/25/2/322/pdf?version=1676003466","source":{"id":"https://openalex.org/S4306401522","display_name":"Electronic scientific archive of UrFU (Ural Federal University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130823665","host_organization_name":"Ural Federal University","host_organization_lineage":["https://openalex.org/I130823665"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy","raw_type":"|info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:9955131","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9955131","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9955131/pdf/entropy-25-00322.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:eed2a95ecdcf4b418db2d98b08bce175","is_oa":true,"landing_page_url":"https://doaj.org/article/eed2a95ecdcf4b418db2d98b08bce175","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 25, Iss 2, p 322 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/25/2/322/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e25020322","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e25020322","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e25020322","pdf_url":null,"source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1840435438","https://openalex.org/W1995875735","https://openalex.org/W2047880469","https://openalex.org/W2081988641","https://openalex.org/W2082290707","https://openalex.org/W2092939357","https://openalex.org/W2101105183","https://openalex.org/W2139708568","https://openalex.org/W2250842199","https://openalex.org/W2467834614","https://openalex.org/W2566433528","https://openalex.org/W2792369272","https://openalex.org/W2885765530","https://openalex.org/W2962788902","https://openalex.org/W2963034998","https://openalex.org/W2963241138","https://openalex.org/W2963631950","https://openalex.org/W2963667126","https://openalex.org/W2964008635","https://openalex.org/W2964321064","https://openalex.org/W2970553031","https://openalex.org/W2975846464","https://openalex.org/W2984067932","https://openalex.org/W2987871465","https://openalex.org/W2990002809","https://openalex.org/W3006354139","https://openalex.org/W3015284505","https://openalex.org/W3020570669","https://openalex.org/W3034303964","https://openalex.org/W3045656963","https://openalex.org/W3105841952","https://openalex.org/W3169754167","https://openalex.org/W3172413486","https://openalex.org/W4283274728","https://openalex.org/W6604542330","https://openalex.org/W6691077208","https://openalex.org/W6738394178","https://openalex.org/W6741121127"],"related_works":["https://openalex.org/W2356229341","https://openalex.org/W2997567050","https://openalex.org/W2349768204","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W4313326281","https://openalex.org/W1533421371","https://openalex.org/W574867512","https://openalex.org/W2387271333","https://openalex.org/W2003050223"],"abstract_inverted_index":{"A":[0],"growing":[1],"number":[2],"of":[3,16,26,46,55,82],"papers":[4],"on":[5,11],"style":[6,56],"transfer":[7],"for":[8,49,78],"texts":[9],"rely":[10],"information":[12,39,47],"decomposition.":[13],"The":[14],"performance":[15],"the":[17,27,44,53,79],"resulting":[18],"systems":[19],"is":[20],"usually":[21],"assessed":[22],"empirically":[23],"in":[24,52],"terms":[25],"output":[28],"quality":[29,45],"or":[30],"requires":[31],"laborious":[32,84],"experiments.":[33,86],"This":[34],"paper":[35],"suggests":[36],"a":[37,72],"straightforward":[38,75],"theoretical":[40],"framework":[41],"to":[42],"assess":[43],"decomposition":[48],"latent":[50],"representations":[51],"context":[54],"transfer.":[57],"Experimenting":[58],"with":[59],"several":[60],"state-of-the-art":[61],"models,":[62],"we":[63],"demonstrate":[64],"that":[65],"such":[66],"estimates":[67],"could":[68],"be":[69],"used":[70],"as":[71],"fast":[73],"and":[74],"health":[76],"check":[77],"models":[80],"instead":[81],"more":[83],"empirical":[85]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}