{"id":"https://openalex.org/W3196543311","doi":"https://doi.org/10.1109/access.2021.3110143","title":"Enhancements of Attention-Based Bidirectional LSTM for Hybrid Automatic Text Summarization","display_name":"Enhancements of Attention-Based Bidirectional LSTM for Hybrid Automatic Text Summarization","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3196543311","doi":"https://doi.org/10.1109/access.2021.3110143","mag":"3196543311"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3110143","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3110143","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09528391.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09528391.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075127120","display_name":"Jiawen Jiang","orcid":"https://orcid.org/0000-0002-6561-7242"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Jiang","raw_affiliation_strings":["Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China","Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"raw_orcid":"https://orcid.org/0000-0002-6561-7242","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100392409","display_name":"Haiyang Zhang","orcid":"https://orcid.org/0000-0002-3025-9609"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haiyang Zhang","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, Sheffield UK","[Department of Computer Science , The University of Sheffield, Sheffield, U.K.]"],"raw_orcid":"https://orcid.org/0000-0002-3025-9609","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Sheffield UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"[Department of Computer Science , The University of Sheffield, Sheffield, U.K.]","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108149359","display_name":"Chenxu Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxu Dai","raw_affiliation_strings":["Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China","Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100997780","display_name":"Qingjuan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingjuan Zhao","raw_affiliation_strings":["Department of Computer Science and Engineering, Beihang University, BeiJing 100191, China","Department of Computer Science & Engineering, Beihang University, Beijing, China#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Beihang University, BeiJing 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, Beihang University, Beijing, China#TAB#","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068201443","display_name":"Hao Feng","orcid":"https://orcid.org/0000-0001-8127-6639"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Feng","raw_affiliation_strings":["Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China","Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China","institution_ids":["https://openalex.org/I137506752"]},{"raw_affiliation_string":"Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030607091","display_name":"Zhanlin Ji","orcid":"https://orcid.org/0000-0003-3527-3773"},"institutions":[{"id":"https://openalex.org/I137506752","display_name":"North China University of Science and Technology","ror":"https://ror.org/04z4wmb81","country_code":"CN","type":"education","lineage":["https://openalex.org/I137506752"]},{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["CN","IE"],"is_corresponding":false,"raw_author_name":"Zhanlin Ji","raw_affiliation_strings":["Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China and Telecommunications Research Centre (TRC), University of Limerick, Limerick, Ireland. (e-mail: zhanlin.ji@gmail.com)","Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China"],"raw_orcid":"https://orcid.org/0000-0003-3527-3773","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, College of Artificial Intelligence, North China University of Science and Technology, Tangshan 063009, China and Telecommunications Research Centre (TRC), University of Limerick, Limerick, Ireland. (e-mail: zhanlin.ji@gmail.com)","institution_ids":["https://openalex.org/I230495080"]},{"raw_affiliation_string":"Department of Computer Science, College of Artificial Intelligence, North China University of Science and Technology, Tangshan, China","institution_ids":["https://openalex.org/I137506752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002555209","display_name":"\u0418\u0432\u0430\u043d \u0413\u0430\u043d\u0447\u0435\u0432","orcid":"https://orcid.org/0000-0003-0535-7087"},"institutions":[{"id":"https://openalex.org/I4210160184","display_name":"Plovdiv University","ror":null,"country_code":"BG","type":null,"lineage":["https://openalex.org/I4210160184"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Ivan Ganchev","raw_affiliation_strings":["Department of Computer Systems, University of Plovdiv \u201cPaisii Hilendarski\u201d, Plovdiv, Bulgaria and Institute of Mathematics and Informatics - Bulgarian Academy of Sciences, Sofia, Bulgaria and Telecommunications Research Centre (TRC), University of Limerick, Limerick, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-0535-7087","affiliations":[{"raw_affiliation_string":"Department of Computer Systems, University of Plovdiv \u201cPaisii Hilendarski\u201d, Plovdiv, Bulgaria and Institute of Mathematics and Informatics - Bulgarian Academy of Sciences, Sofia, Bulgaria and Telecommunications Research Centre (TRC), University of Limerick, Limerick, Ireland","institution_ids":["https://openalex.org/I4210160184"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.7577,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.95724943,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"123660","last_page":"123671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"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":1.0,"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":0.9994999766349792,"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":0.9991000294685364,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9509854316711426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8667646646499634},{"id":"https://openalex.org/keywords/text-generation","display_name":"Text generation","score":0.7054480314254761},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6704597473144531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.633722186088562},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.6056461930274963},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5675684809684753},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4996647834777832},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48580241203308105},{"id":"https://openalex.org/keywords/text-graph","display_name":"Text graph","score":0.4216606616973877},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3969513475894928},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3893413245677948}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9509854316711426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8667646646499634},{"id":"https://openalex.org/C2985684807","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Text generation","level":2,"score":0.7054480314254761},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6704597473144531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.633722186088562},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.6056461930274963},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5675684809684753},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4996647834777832},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48580241203308105},{"id":"https://openalex.org/C66945725","wikidata":"https://www.wikidata.org/wiki/Q18388823","display_name":"Text graph","level":3,"score":0.4216606616973877},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3969513475894928},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3893413245677948},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3110143","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3110143","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09528391.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:bpos.bg:74733","is_oa":true,"landing_page_url":"http://hdl.handle.net/10525/5618","pdf_url":null,"source":{"id":"https://openalex.org/S7407055231","display_name":"Bulgarian Portal for Open Science","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"other"},{"id":"pmh:oai:doaj.org/article:5f5c63f73d754fc1a3862062c4739568","is_oa":true,"landing_page_url":"https://doaj.org/article/5f5c63f73d754fc1a3862062c4739568","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 123660-123671 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3110143","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3110143","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09528391.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2322810405","display_name":null,"funder_award_id":"2017YFE0135700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6870533126","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320862","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3196543311.pdf","grobid_xml":"https://content.openalex.org/works/W3196543311.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W2130942839","https://openalex.org/W2133564696","https://openalex.org/W2135303634","https://openalex.org/W2612675303","https://openalex.org/W2754051771","https://openalex.org/W2782382326","https://openalex.org/W2793376154","https://openalex.org/W2807434647","https://openalex.org/W2887112617","https://openalex.org/W2914767245","https://openalex.org/W2962896208","https://openalex.org/W2962933419","https://openalex.org/W2962974924","https://openalex.org/W2962996600","https://openalex.org/W2963403868","https://openalex.org/W2963768805","https://openalex.org/W2963929190","https://openalex.org/W2963978266","https://openalex.org/W2964165364","https://openalex.org/W2964308564","https://openalex.org/W2998919732","https://openalex.org/W3005700414","https://openalex.org/W3005770759","https://openalex.org/W3006750887","https://openalex.org/W3009514858","https://openalex.org/W3010871516","https://openalex.org/W3012172056","https://openalex.org/W3012254375","https://openalex.org/W3028458767","https://openalex.org/W3040211378","https://openalex.org/W3080359515","https://openalex.org/W3111974190","https://openalex.org/W3119226421","https://openalex.org/W3121726600","https://openalex.org/W3136624505","https://openalex.org/W3138819866","https://openalex.org/W3147693438","https://openalex.org/W4385245566","https://openalex.org/W6679434410","https://openalex.org/W6679436768","https://openalex.org/W6737479944","https://openalex.org/W6739901393","https://openalex.org/W6754390528"],"related_works":["https://openalex.org/W2996251560","https://openalex.org/W2785821657","https://openalex.org/W2986470681","https://openalex.org/W4385234707","https://openalex.org/W4238363396","https://openalex.org/W2590756584","https://openalex.org/W2126232808","https://openalex.org/W4283069128","https://openalex.org/W3010337296","https://openalex.org/W4206715480"],"abstract_inverted_index":{"The":[0],"automatic":[1],"generation":[2],"of":[3,10,52,117,128,157],"a":[4,8,12,16,85],"text":[5,19,53,107,133],"summary":[6,14,108],"is":[7],"task":[9],"generating":[11],"short":[13],"for":[15,36,100],"relatively":[17],"long":[18],"document":[20],"by":[21],"capturing":[22],"its":[23,46],"key":[24],"information.":[25],"In":[26],"the":[27,50,55,63,74,102,105,110,115,121,126,144,153,158],"past,":[28],"supervised":[29],"statistical":[30],"machine":[31],"learning":[32],"was":[33],"widely":[34],"used":[35],"this":[37],"Automatic":[38],"Text":[39],"Summarization":[40],"(ATS)":[41],"task,":[42],"but":[43],"due":[44],"to":[45],"high":[47],"dependence":[48],"on":[49,137],"quality":[51],"features,":[54],"generated":[56,106,132],"summaries":[57],"lack":[58],"accuracy":[59],"and":[60,67,109,113,124,155],"coherence,":[61],"while":[62],"computational":[64],"power":[65],"involved,":[66],"performance":[68,151],"achieved,":[69],"could":[70],"not":[71],"easily":[72],"meet":[73],"current":[75],"needs.":[76],"This":[77],"paper":[78],"proposes":[79],"four":[80],"novel":[81],"ATS":[82,146],"models":[83,147,160],"with":[84,97],"Sequence-to-Sequence":[86],"(Seq2Seq)":[87],"structure,":[88],"utilizing":[89],"an":[90],"attention-based":[91],"bidirectional":[92],"Long":[93],"Short-Term":[94],"Memory":[95],"(LSTM),":[96],"added":[98],"enhancements":[99],"increasing":[101],"correlation":[103],"between":[104],"source":[111],"text,":[112],"solving":[114],"problem":[116],"unregistered":[118],"words,":[119,123],"suppressing":[120],"repeated":[122],"preventing":[125],"spread":[127],"cumulative":[129],"errors":[130],"in":[131],"summaries.":[134],"Experiments":[135],"conducted":[136],"two":[138],"public":[139],"data":[140],"sets":[141],"confirmed":[142],"that":[143],"proposed":[145],"achieve":[148],"indeed":[149],"better":[150],"than":[152],"baselines":[154],"some":[156],"state-of-the-art":[159],"considered.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":6}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
