{"id":"https://openalex.org/W4289201487","doi":"https://doi.org/10.1007/s40747-022-00820-8","title":"Zero-shot domain paraphrase with unaligned pre-trained language models","display_name":"Zero-shot domain paraphrase with unaligned pre-trained language models","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4289201487","doi":"https://doi.org/10.1007/s40747-022-00820-8"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-022-00820-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00820-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00820-8.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00820-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088372348","display_name":"Zheng Chen","orcid":"https://orcid.org/0000-0003-4013-3492"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zheng Chen","raw_affiliation_strings":["School of Information and Software Engineering, University of Electronic Science and Technology of China, No. 4, Section 2, North Jianshe Road, Chengdu, 610054, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering, University of Electronic Science and Technology of China, No. 4, Section 2, North Jianshe Road, Chengdu, 610054, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021587155","display_name":"Yuan Hu","orcid":"https://orcid.org/0000-0002-1799-6524"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Yuan","raw_affiliation_strings":["School of Information and Software Engineering, University of Electronic Science and Technology of China, No. 4, Section 2, North Jianshe Road, Chengdu, 610054, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering, University of Electronic Science and Technology of China, No. 4, Section 2, North Jianshe Road, Chengdu, 610054, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101069695","display_name":"Jiankun Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiankun Ren","raw_affiliation_strings":["School of Information and Software Engineering, University of Electronic Science and Technology of China, No. 4, Section 2, North Jianshe Road, Chengdu, 610054, Sichuan, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering, University of Electronic Science and Technology of China, No. 4, Section 2, North Jianshe Road, Chengdu, 610054, Sichuan, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088372348"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.2776,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62499138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"9","issue":"1","first_page":"1097","last_page":"1110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/paraphrase","display_name":"Paraphrase","score":0.9342509508132935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8438171148300171},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.8081799149513245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7399444580078125},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.6602844595909119},{"id":"https://openalex.org/keywords/treebank","display_name":"Treebank","score":0.5646497011184692},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.49562227725982666},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.49371370673179626},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4879983961582184},{"id":"https://openalex.org/keywords/automatic-summarization","display_name":"Automatic summarization","score":0.46188515424728394},{"id":"https://openalex.org/keywords/lexical-diversity","display_name":"Lexical diversity","score":0.4258950650691986},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32990574836730957},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.3229596018791199},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.29094135761260986},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.1054970920085907}],"concepts":[{"id":"https://openalex.org/C2780922921","wikidata":"https://www.wikidata.org/wiki/Q255189","display_name":"Paraphrase","level":2,"score":0.9342509508132935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8438171148300171},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.8081799149513245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7399444580078125},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.6602844595909119},{"id":"https://openalex.org/C206134035","wikidata":"https://www.wikidata.org/wiki/Q811525","display_name":"Treebank","level":3,"score":0.5646497011184692},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.49562227725982666},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.49371370673179626},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4879983961582184},{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.46188515424728394},{"id":"https://openalex.org/C2781202465","wikidata":"https://www.wikidata.org/wiki/Q18346297","display_name":"Lexical diversity","level":3,"score":0.4258950650691986},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32990574836730957},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.3229596018791199},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.29094135761260986},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.1054970920085907},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-022-00820-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00820-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00820-8.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:51732e512a2c4249b6f2d8d1e71780d2","is_oa":true,"landing_page_url":"https://doaj.org/article/51732e512a2c4249b6f2d8d1e71780d2","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":"Complex & Intelligent Systems, Vol 9, Iss 1, Pp 1097-1110 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-022-00820-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-022-00820-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-022-00820-8.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G7147789460","display_name":null,"funder_award_id":"2022NSFSC0503","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"},{"id":"https://openalex.org/G7216457744","display_name":null,"funder_award_id":"2022NSFSC","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4289201487.pdf","grobid_xml":"https://content.openalex.org/works/W4289201487.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1505629914","https://openalex.org/W1861492603","https://openalex.org/W1980776243","https://openalex.org/W2040194776","https://openalex.org/W2051593977","https://openalex.org/W2064675550","https://openalex.org/W2123766055","https://openalex.org/W2126034021","https://openalex.org/W2132019450","https://openalex.org/W2157331557","https://openalex.org/W2251882135","https://openalex.org/W2557480356","https://openalex.org/W2739823599","https://openalex.org/W2741049976","https://openalex.org/W2896618352","https://openalex.org/W2950733407","https://openalex.org/W2963001247","https://openalex.org/W2963096510","https://openalex.org/W2963341956","https://openalex.org/W2963456134","https://openalex.org/W2963506925","https://openalex.org/W2963847417","https://openalex.org/W2964053384","https://openalex.org/W2964165364","https://openalex.org/W2984811147","https://openalex.org/W3034898894","https://openalex.org/W3039503126","https://openalex.org/W3099309639","https://openalex.org/W3099942180","https://openalex.org/W3101111725","https://openalex.org/W3113710448","https://openalex.org/W3132357981","https://openalex.org/W3210872109","https://openalex.org/W6601067093","https://openalex.org/W6601701299","https://openalex.org/W6812769885"],"related_works":["https://openalex.org/W2216851945","https://openalex.org/W4392345938","https://openalex.org/W3118824058","https://openalex.org/W3048733152","https://openalex.org/W3150294986","https://openalex.org/W4287690375","https://openalex.org/W4299838440","https://openalex.org/W2962832505","https://openalex.org/W3197133407","https://openalex.org/W4378713476"],"abstract_inverted_index":{"Abstract":[0],"Automatic":[1],"paraphrase":[2,18,47,60],"generation":[3,61],"is":[4,32,40,68,162],"an":[5,120,195],"essential":[6],"task":[7],"of":[8,17,152,183,198],"natural":[9],"language":[10,112,147],"processing.":[11],"However,":[12],"due":[13],"to":[14,44],"the":[15,83,103,116,144,153,159,181],"scarcity":[16],"corpus":[19,179],"in":[20,29,36,62,165,180],"many":[21],"languages,":[22],"Chinese,":[23],"for":[24,58,102],"example,":[25],"generating":[26],"high-quality":[27],"paraphrases":[28],"these":[30,92],"languages":[31],"still":[33],"challenging.":[34],"Especially":[35],"domain":[37,182],"paraphrasing,":[38],"it":[39,134],"even":[41],"more":[42],"difficult":[43],"obtain":[45],"in-domain":[46],"sentence":[48,130],"pairs.":[49],"In":[50,170],"this":[51,132,189],"paper,":[52],"we":[53,107,156,172],"propose":[54],"a":[55,63,71,77,86,128,166,174],"novel":[56],"approach":[57,67,205],"domain-specific":[59,190],"zero-shot":[64],"fashion.":[65],"Our":[66],"based":[69],"on":[70],"sequence-to-sequence":[72,117],"architecture.":[73],"The":[74],"encoder":[75],"uses":[76,85],"pre-trained":[78,87,96,111,146],"multilingual":[79],"autoencoder":[80],"model,":[81,133],"and":[82,139,213],"decoder":[84],"monolingual":[88],"autoregressive":[89],"model.":[90],"Because":[91],"two":[93],"models":[94,148],"are":[95],"separately,":[97],"they":[98],"have":[99,149],"different":[100],"representations":[101],"same":[104],"token.":[105],"Thus,":[106],"call":[108],"them":[109],"unaligned":[110,145],"models.":[113],"We":[114],"train":[115],"model":[118,193],"with":[119,188],"English-to-Chinese":[121,176],"machine":[122,177],"translation":[123,168,178],"corpus.":[124],"Then,":[125],"by":[126],"inputting":[127],"Chinese":[129,141,154,160],"into":[131],"could":[135],"surprisingly":[136],"generate":[137],"fluent":[138],"diverse":[140],"paraphrases.":[142],"Since":[143],"inconsistent":[150],"understandings":[151],"language,":[155],"believe":[157],"that":[158,203],"paraphrasing":[161],"actually":[163],"performed":[164],"Chinese-to-Chinese":[167],"manner.":[169],"addition,":[171],"collect":[173],"small-scale":[175],"computer":[184],"science.":[185],"By":[186],"fine-tuning":[187],"corpus,":[191],"our":[192,204],"shows":[194],"excellent":[196],"capability":[197],"domain-paraphrasing.":[199],"Experiment":[200],"results":[201],"show":[202],"significantly":[206],"outperforms":[207],"previous":[208],"baselines":[209],"regarding":[210],"Relevance,":[211],"Fluency,":[212],"Diversity.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
