{"id":"https://openalex.org/W7034451000","doi":null,"title":"Text Summarization using a Transformer Architecture : An Attention based Transformer approach to Abstractive Summarization","display_name":"Text Summarization using a Transformer Architecture : An Attention based Transformer approach to Abstractive Summarization","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7034451000"},"language":"en","primary_location":{"id":"pmh:oai:DiVA.org:uu-538095","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-538095","pdf_url":"https://uu.diva-portal.org/smash/get/diva2:1896208/FULLTEXT01","source":{"id":"https://openalex.org/S4306402042","display_name":"Uppsala University Publications (Uppsala University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123387679","host_organization_name":"Uppsala University","host_organization_lineage":["https://openalex.org/I123387679"],"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":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://uu.diva-portal.org/smash/get/diva2:1896208/FULLTEXT01","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jons, Jonas","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Jons, Jonas","raw_affiliation_strings":["Uppsala universitet , Utgivningsort Uppsala / Visby"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Uppsala universitet , Utgivningsort Uppsala / Visby","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I123387679"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9785000085830688,"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":0.9785000085830688,"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":0.008100000210106373,"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":0.003100000089034438,"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/abstractive-summarization","display_name":"abstractive summarization","score":0.9150000214576721},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.781000018119812},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.8450000286102295}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8264999985694885},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7563999891281128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6980999708175659},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5428000092506409},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.45410001277923584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44359999895095825},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44020000100135803},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42320001125335693},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.365200012922287},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3377000093460083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3278999924659729},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2612000107765198},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:DiVA.org:uu-538095","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-538095","pdf_url":"https://uu.diva-portal.org/smash/get/diva2:1896208/FULLTEXT01","source":{"id":"https://openalex.org/S4306402042","display_name":"Uppsala University Publications (Uppsala University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123387679","host_organization_name":"Uppsala University","host_organization_lineage":["https://openalex.org/I123387679"],"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":"","raw_type":"info:eu-repo/semantics/bachelorThesis"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:uu-538095","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-538095","pdf_url":"https://uu.diva-portal.org/smash/get/diva2:1896208/FULLTEXT01","source":{"id":"https://openalex.org/S4306402042","display_name":"Uppsala University Publications (Uppsala University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I123387679","host_organization_name":"Uppsala University","host_organization_lineage":["https://openalex.org/I123387679"],"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":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7034451000.pdf","grobid_xml":"https://content.openalex.org/works/W7034451000.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2130942839","https://openalex.org/W2626778328","https://openalex.org/W2885003984","https://openalex.org/W3030163527"],"related_works":["https://openalex.org/W4388893569","https://openalex.org/W4367049895","https://openalex.org/W4225915559","https://openalex.org/W4365518872","https://openalex.org/W3115006989","https://openalex.org/W4287329731","https://openalex.org/W3140389977","https://openalex.org/W4210721047","https://openalex.org/W3210052291","https://openalex.org/W3033544963"],"abstract_inverted_index":{"With":[0],"an":[1,70],"ever-growing":[2,117],"volume":[3],"of":[4,16,54,75,119,180,209,212,245,265,276],"data":[5,82,120,220],"on":[6,56,79,106,165,200],"the":[7,13,31,46,51,60,63,67,80,91,99,113,116,122,128,141,166,169,178,181,184,197,206,219,222,243,249,266,285,289,294],"internet":[8],"and":[9,43,58,121,228,269,274,288],"in":[10,94,127,137,147,168],"literature,":[11],"grasping":[12],"full":[14],"picture":[15],"a":[17,36,156,235,256,262],"subject":[18],"becomes":[19],"increasingly":[20],"difficult.":[21],"One":[22],"such":[23],"area":[24],"that":[25],"has":[26],"been":[27],"heavily":[28],"studied":[29],"is":[30,132,193,202,225,231],"COVID-19":[32,57],"pandemic,":[33],"which":[34,139],"prompted":[35],"global":[37],"scientific":[38,61,198],"race":[39],"to":[40,154,161,189,260],"stop,":[41],"mitigate,":[42],"protect":[44],"against":[45],"virus.":[47],"To":[48],"help":[49],"manage":[50],"vast":[52],"number":[53],"studies":[55],"conclude":[59],"findings,":[62],"White":[64],"House":[65],"launched":[66],"CORD-19":[68,123,170,182,223,295],"Dataset,":[69],"open-source":[71,124],"project":[72,88],"compiling":[73],"many":[74],"these":[76],"studies.":[77],"Hosted":[78],"popular":[81],"science":[83],"community":[84],"website":[85],"Kaggle,":[86],"this":[87,151,210,217,277],"called":[89],"for":[90,242],"community's":[92],"aid":[93],"deriving":[95],"new":[96],"insights":[97,282],"from":[98,112,159,221,251],"extensive":[100],"research":[101],"available.":[102],"This":[103,192],"study":[104,152,185],"focuses":[105],"two":[107],"main":[108],"subjects,":[109],"with":[110,177,292],"inspiration":[111],"aforementioned":[114],"subjects:":[115],"amount":[118],"project.":[125],"Grounded":[126],"influential":[129],"paper":[130],"\u201cAttention":[131],"All":[133],"You":[134],"Need\u201d":[135],"created":[136],"2017,":[138],"introduced":[140],"original":[142],"transformer":[143,157,175,237,286],"model":[144,158,287],"(now":[145],"used":[146],"applications":[148],"like":[149],"ChatGPT),":[150],"aims":[153,259],"create":[155],"scratch":[160],"perform":[162],"text":[163,246],"summarization":[164],"samples":[167],"dataset.":[171,296],"By":[172],"combining":[173],"cutting-edge":[174],"technology":[176,268],"analysis":[179],"dataset,":[183],"provides":[186],"valuable":[187,281],"contributions":[188],"both":[190,284],"areas.":[191],"especially":[194],"important":[195],"as":[196],"literature":[199],"transformers":[201],"currently":[203],"limited,":[204],"given":[205],"recent":[207],"development":[208],"type":[211],"deep":[213],"learning":[214],"network.":[215],"In":[216],"thesis,":[218],"dataset":[224],"downloaded,":[226],"cleaned,":[227],"processed.":[229],"It":[230],"then":[232],"fed":[233],"into":[234,283],"custom-built":[236],"neural":[238],"network,":[239],"specifically":[240],"modified":[241],"task":[244],"summarization.":[247],"Building":[248],"network":[250],"scratch,":[252],"rather":[253],"than":[254],"using":[255],"pre-built":[257],"model,":[258],"foster":[261],"deeper":[263],"understanding":[264],"fundamental":[267],"its":[270],"mechanics.":[271],"The":[272],"conclusions":[273],"results":[275],"thesis":[278],"will":[279],"offer":[280],"challenges":[290],"associated":[291],"analyzing":[293]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
