{"id":"https://openalex.org/W3033942572","doi":"https://doi.org/10.1142/s2717554520500010","title":"Extremely Low-Resource Text Simplification with Pre-trained Transformer Language Model","display_name":"Extremely Low-Resource Text Simplification with Pre-trained Transformer Language Model","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3033942572","doi":"https://doi.org/10.1142/s2717554520500010","mag":"3033942572"},"language":"en","primary_location":{"id":"doi:10.1142/s2717554520500010","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s2717554520500010","pdf_url":null,"source":{"id":"https://openalex.org/S4210231678","display_name":"International Journal of Asian Language Processing","issn_l":"2424-791X","issn":["2424-791X","2717-5545"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Asian 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/A5021357262","display_name":"Takumi Maruyama","orcid":null},"institutions":[{"id":"https://openalex.org/I85922643","display_name":"Nagaoka University of Technology","ror":"https://ror.org/00ys1hz88","country_code":"JP","type":"education","lineage":["https://openalex.org/I85922643"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takumi Maruyama","raw_affiliation_strings":["Department of Electrical, Electronics and Information Engineering, Nagaoka University of Technology, 1603-1, Kamitomioka Nagaoka, Niigata 940-2188, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Information Engineering, Nagaoka University of Technology, 1603-1, Kamitomioka Nagaoka, Niigata 940-2188, Japan","institution_ids":["https://openalex.org/I85922643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109500211","display_name":"Kazuhide Yamamoto","orcid":null},"institutions":[{"id":"https://openalex.org/I85922643","display_name":"Nagaoka University of Technology","ror":"https://ror.org/00ys1hz88","country_code":"JP","type":"education","lineage":["https://openalex.org/I85922643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuhide Yamamoto","raw_affiliation_strings":["Department of Electrical, Electronics and Information Engineering, Nagaoka University of Technology, 1603-1, Kamitomioka Nagaoka, Niigata 940-2188, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Information Engineering, Nagaoka University of Technology, 1603-1, Kamitomioka Nagaoka, Niigata 940-2188, Japan","institution_ids":["https://openalex.org/I85922643"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021357262"],"corresponding_institution_ids":["https://openalex.org/I85922643"],"apc_list":null,"apc_paid":null,"fwci":0.3977,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67861658,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"30","issue":"01","first_page":"2050001","last_page":"2050001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.9998999834060669,"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/T13629","display_name":"Text Readability and Simplification","score":0.9998999834060669,"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":0.9886000156402588,"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":0.970300018787384,"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/machine-translation","display_name":"Machine translation","score":0.8531976342201233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8530340194702148},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7529788017272949},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7306610941886902},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.7096251249313354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6947459578514099},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6190363764762878},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5318185091018677},{"id":"https://openalex.org/keywords/parallel-corpora","display_name":"Parallel corpora","score":0.48365628719329834},{"id":"https://openalex.org/keywords/example-based-machine-translation","display_name":"Example-based machine translation","score":0.4623602032661438},{"id":"https://openalex.org/keywords/text-corpus","display_name":"Text corpus","score":0.4407045543193817},{"id":"https://openalex.org/keywords/text-generation","display_name":"Text generation","score":0.4106512665748596},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06260842084884644}],"concepts":[{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.8531976342201233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530340194702148},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7529788017272949},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7306610941886902},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.7096251249313354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6947459578514099},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6190363764762878},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5318185091018677},{"id":"https://openalex.org/C2985367798","wikidata":"https://www.wikidata.org/wiki/Q1346592","display_name":"Parallel corpora","level":3,"score":0.48365628719329834},{"id":"https://openalex.org/C24687705","wikidata":"https://www.wikidata.org/wiki/Q3753284","display_name":"Example-based machine translation","level":3,"score":0.4623602032661438},{"id":"https://openalex.org/C2474386","wikidata":"https://www.wikidata.org/wiki/Q461183","display_name":"Text corpus","level":2,"score":0.4407045543193817},{"id":"https://openalex.org/C2985684807","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Text generation","level":2,"score":0.4106512665748596},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06260842084884644},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s2717554520500010","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s2717554520500010","pdf_url":null,"source":{"id":"https://openalex.org/S4210231678","display_name":"International Journal of Asian Language Processing","issn_l":"2424-791X","issn":["2424-791X","2717-5545"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Asian Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1746111881","https://openalex.org/W1983574954","https://openalex.org/W2101105183","https://openalex.org/W2251018732","https://openalex.org/W2251417288","https://openalex.org/W2534253848","https://openalex.org/W2555428947","https://openalex.org/W2612690371","https://openalex.org/W2626778328","https://openalex.org/W2803237843","https://openalex.org/W2889326796","https://openalex.org/W2890771450","https://openalex.org/W2962739339","https://openalex.org/W2963216553","https://openalex.org/W2963658612","https://openalex.org/W2964308564"],"related_works":["https://openalex.org/W2913434276","https://openalex.org/W2988673764","https://openalex.org/W2996388263","https://openalex.org/W2394860946","https://openalex.org/W107828926","https://openalex.org/W2339359716","https://openalex.org/W2398841776","https://openalex.org/W3108641831","https://openalex.org/W3152052241","https://openalex.org/W114624186"],"abstract_inverted_index":{"Inspired":[0],"by":[1],"machine":[2,19,54],"translation":[3,20,55,84,108,124],"task,":[4],"recent":[5],"text":[6,41,93],"simplification":[7,28,42,66,94],"approaches":[8],"regard":[9],"a":[10,13,34,71,83,90,113,117,122,134],"task":[11],"as":[12,76],"monolingual":[14,73],"text-to-text":[15],"generation,":[16],"and":[17,48],"neural":[18],"models":[21,32],"have":[22,59],"significantly":[23],"improved":[24],"the":[25,63,96,99,107,140],"performance":[26,135],"of":[27,65,92,98,139],"tasks.":[29],"Although":[30],"such":[31,38,75],"require":[33],"large-scale":[35,72],"parallel":[36],"corpus,":[37],"corpora":[39],"for":[40],"are":[43],"very":[44],"few":[45],"in":[46,50],"number":[47],"smaller":[49],"size":[51],"compared":[52],"to":[53,61,87,137],"task.":[56],"Therefore,":[57],"we":[58,81],"attempted":[60],"facilitate":[62],"training":[64],"rewritings":[67],"using":[68,143],"pre-training":[69,97],"from":[70,95],"corpus":[74],"Wikipedia":[77],"articles.":[78],"In":[79,120],"addition,":[80,121],"propose":[82],"language":[85,100,109,125],"model":[86,110,115,126,142],"seamlessly":[88],"conduct":[89],"fine-tuning":[91],"model.":[101],"The":[102],"experimental":[103],"results":[104],"show":[105],"that":[106,138],"substantially":[111],"outperforms":[112],"state-of-the-art":[114,141],"under":[116],"low-resource":[118],"setting.":[119],"pre-trained":[123],"with":[127],"only":[128],"3000":[129],"supervised":[130,145],"examples":[131],"can":[132],"achieve":[133],"comparable":[136],"30,000":[144],"examples.":[146]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
