{"id":"https://openalex.org/W4406411931","doi":"https://doi.org/10.1587/transinf.2024edp7109","title":"Title Information for Transformer-Based Japanese Document Emphasis","display_name":"Title Information for Transformer-Based Japanese Document Emphasis","publication_year":2025,"publication_date":"2025-01-15","ids":{"openalex":"https://openalex.org/W4406411931","doi":"https://doi.org/10.1587/transinf.2024edp7109"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2024edp7109","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edp7109","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/7/E108.D_2024EDP7109/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/7/E108.D_2024EDP7109/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072556688","display_name":"Binggang ZHUO","orcid":null},"institutions":[{"id":"https://openalex.org/I4588055","display_name":"Tottori University","ror":"https://ror.org/024yc3q36","country_code":"JP","type":"education","lineage":["https://openalex.org/I4588055"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Binggang ZHUO","raw_affiliation_strings":["Tottori University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tottori University","institution_ids":["https://openalex.org/I4588055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115893510","display_name":"Ryota HONDA","orcid":null},"institutions":[{"id":"https://openalex.org/I24193003","display_name":"Ricoh (Japan)","ror":"https://ror.org/02h4myp42","country_code":"JP","type":"company","lineage":["https://openalex.org/I24193003"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryota HONDA","raw_affiliation_strings":["Ricoh IT Solutions Co.,Ltd"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ricoh IT Solutions Co.,Ltd","institution_ids":["https://openalex.org/I24193003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053483373","display_name":"Masaki Murata","orcid":"https://orcid.org/0000-0002-4951-0584"},"institutions":[{"id":"https://openalex.org/I4588055","display_name":"Tottori University","ror":"https://ror.org/024yc3q36","country_code":"JP","type":"education","lineage":["https://openalex.org/I4588055"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaki MURATA","raw_affiliation_strings":["Tottori University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tottori University","institution_ids":["https://openalex.org/I4588055"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00314015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"E108.D","issue":"7","first_page":"808","last_page":"819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9957000017166138,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9957000017166138,"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":0.9868999719619751,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9538999795913696,"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/emphasis","display_name":"Emphasis (telecommunications)","score":0.8378218412399292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8241217136383057},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.7181052565574646},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45112767815589905},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.331226646900177},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16579702496528625},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14585360884666443},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.06514623761177063},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.046079814434051514}],"concepts":[{"id":"https://openalex.org/C177454536","wikidata":"https://www.wikidata.org/wiki/Q578290","display_name":"Emphasis (telecommunications)","level":2,"score":0.8378218412399292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8241217136383057},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7181052565574646},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45112767815589905},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.331226646900177},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16579702496528625},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14585360884666443},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.06514623761177063},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.046079814434051514}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2024edp7109","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edp7109","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/7/E108.D_2024EDP7109/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2024edp7109","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2024edp7109","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E108.D/7/E108.D_2024EDP7109/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406411931.pdf","grobid_xml":"https://content.openalex.org/works/W4406411931.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1814730318","https://openalex.org/W1924770834","https://openalex.org/W1940872118","https://openalex.org/W2064675550","https://openalex.org/W2129250947","https://openalex.org/W2147880316","https://openalex.org/W2250539671","https://openalex.org/W2296283641","https://openalex.org/W2493916176","https://openalex.org/W2612920290","https://openalex.org/W2756608114","https://openalex.org/W2896457183","https://openalex.org/W2924690340","https://openalex.org/W2962739339","https://openalex.org/W2964061924","https://openalex.org/W2965373594","https://openalex.org/W2976444281","https://openalex.org/W3030163527","https://openalex.org/W3035050380","https://openalex.org/W3114007011","https://openalex.org/W3114688549","https://openalex.org/W3115373420","https://openalex.org/W3164972323","https://openalex.org/W3212375254","https://openalex.org/W4224957132","https://openalex.org/W4236640485","https://openalex.org/W4244777963","https://openalex.org/W4295857769","https://openalex.org/W4317553041","https://openalex.org/W4323074744","https://openalex.org/W4323697401","https://openalex.org/W4360836968","https://openalex.org/W4385571755","https://openalex.org/W4385626631"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2055105357","https://openalex.org/W2153819599","https://openalex.org/W2255426644","https://openalex.org/W4390911758","https://openalex.org/W2072124641","https://openalex.org/W2167093538","https://openalex.org/W2018956713"],"abstract_inverted_index":{"Transformer":[0],"is":[1],"a":[2,13,22,35,56,105,203],"significant":[3],"achievement":[4],"in":[5],"the":[6,48,63,69,80,96,117,123,127,132,146,152,163,166,173,186,194,198],"natural":[7,40],"language":[8,41],"processing":[9],"field.":[10],"By":[11],"introducing":[12],"denoising":[14],"autoencoding":[15],"pretraining":[16,20],"task":[17,71],"and":[18,53,58,101],"performing":[19],"on":[21,34,47,68,108,151,172],"massive":[23],"amount":[24],"of":[25,38,65,87,93,116,126,139,148,165,206],"text":[26],"data,":[27],"transformer":[28,66],"models":[29,67],"can":[30],"achieve":[31],"excellent":[32],"results":[33,77,115,183],"wide":[36],"range":[37],"downstream":[39],"understanding":[42],"tasks.":[43],"This":[44],"study":[45],"focuses":[46],"Japanese":[49,154],"document":[50,155],"emphasis":[51,156],"task,":[52],"we":[54],"propose":[55],"simple":[57],"effective":[59],"method":[60,106],"to":[61,104,131,144,160,197,208],"enhance":[62],"performance":[64,195],"target":[70],"by":[72],"utilizing":[73],"title":[74,149],"information.":[75],"Experimental":[76],"demonstrate":[78],"that":[79,185],"proposed":[81,128,167,187],"model":[82,129],"achieves":[83],"an":[84,91,177],"average":[85],"F1-score":[86],"0.437,":[88],"which":[89],"represents":[90],"improvement":[92],"0.038":[94],"over":[95],"best-performing":[97],"baseline":[98,134,200],"(F1-score:":[99,112],"0.399)":[100],"0.124":[102],"compared":[103,133,196],"based":[107],"conditional":[109],"random":[110],"fields":[111],"0.313).":[113],"The":[114,182],"two-sided":[118],"Wilcoxon":[119],"signed-rank":[120],"test":[121],"highlight":[122,145],"statistical":[124],"significance":[125],"relative":[130],"models.":[135],"An":[136],"extensive":[137],"set":[138],"additional":[140],"investigations":[141],"were":[142,170],"conducted":[143,171],"importance":[147],"information":[150],"automatic":[153],"task.":[157],"In":[158],"addition,":[159],"further":[161],"validate":[162],"effectiveness":[164],"methodology,":[168],"experiments":[169],"BBC":[174],"News":[175],"Summary,":[176],"English":[178],"extractive":[179],"summarization":[180],"dataset.":[181],"demonstrated":[184],"method,":[188],"BERTSUM":[189,201],"+":[190],"All,":[191],"significantly":[192],"improved":[193],"primary":[199],"(from":[202],"ROUGE-1":[204],"score":[205],"0.708":[207],"0.933).":[209]},"counts_by_year":[],"updated_date":"2026-03-08T06:56:09.383167","created_date":"2025-10-10T00:00:00"}
