{"id":"https://openalex.org/W3117977211","doi":"https://doi.org/10.1109/kse50997.2020.9287388","title":"Transformer-based Summarization by Exploiting Social Information","display_name":"Transformer-based Summarization by Exploiting Social Information","publication_year":2020,"publication_date":"2020-11-12","ids":{"openalex":"https://openalex.org/W3117977211","doi":"https://doi.org/10.1109/kse50997.2020.9287388","mag":"3117977211"},"language":"en","primary_location":{"id":"doi:10.1109/kse50997.2020.9287388","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse50997.2020.9287388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010175697","display_name":"Minh-Tien Nguyen","orcid":"https://orcid.org/0000-0002-5028-0608"},"institutions":[{"id":"https://openalex.org/I1285420085","display_name":"Hung Yen University of Technology and Education","ror":"https://ror.org/052yjgk16","country_code":"VN","type":"education","lineage":["https://openalex.org/I1285420085"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Minh-Tien Nguyen","raw_affiliation_strings":["Hung Yen University of Technology and Education (UTEHY), Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hung Yen University of Technology and Education (UTEHY), Vietnam","institution_ids":["https://openalex.org/I1285420085"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Van-Chien Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I1285420085","display_name":"Hung Yen University of Technology and Education","ror":"https://ror.org/052yjgk16","country_code":"VN","type":"education","lineage":["https://openalex.org/I1285420085"]},{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van-Chien Nguyen","raw_affiliation_strings":["Hanoi University of Technology and Science, Hanoi, Vietnam","Hung Yen University of Technology and Education (UTEHY), Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Technology and Science, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"Hung Yen University of Technology and Education (UTEHY), Vietnam","institution_ids":["https://openalex.org/I1285420085"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059262482","display_name":"Huy-The Vu","orcid":"https://orcid.org/0000-0002-5544-1300"},"institutions":[{"id":"https://openalex.org/I1285420085","display_name":"Hung Yen University of Technology and Education","ror":"https://ror.org/052yjgk16","country_code":"VN","type":"education","lineage":["https://openalex.org/I1285420085"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Huy-The Vu","raw_affiliation_strings":["Hung Yen University of Technology and Education (UTEHY), Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hung Yen University of Technology and Education (UTEHY), Vietnam","institution_ids":["https://openalex.org/I1285420085"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020147099","display_name":"Van-Hau Nguyen","orcid":"https://orcid.org/0000-0002-3256-5626"},"institutions":[{"id":"https://openalex.org/I1285420085","display_name":"Hung Yen University of Technology and Education","ror":"https://ror.org/052yjgk16","country_code":"VN","type":"education","lineage":["https://openalex.org/I1285420085"]},{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van-Hau Nguyen","raw_affiliation_strings":["Hanoi University of Technology and Science, Hanoi, Vietnam","Hung Yen University of Technology and Education (UTEHY), Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanoi University of Technology and Science, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"Hung Yen University of Technology and Education (UTEHY), Vietnam","institution_ids":["https://openalex.org/I1285420085"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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":0.9993000030517578,"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":0.9984999895095825,"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":0.9119108319282532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8082314729690552},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6378431916236877},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5809065699577332},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4911486804485321},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.46824562549591064},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.4675188362598419},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4398089051246643},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34101158380508423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3395189642906189},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2339111864566803},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1021776795387268}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9119108319282532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8082314729690552},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6378431916236877},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5809065699577332},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4911486804485321},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.46824562549591064},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.4675188362598419},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4398089051246643},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34101158380508423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3395189642906189},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2339111864566803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1021776795387268},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse50997.2020.9287388","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse50997.2020.9287388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 12th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6200000047683716}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1501617060","https://openalex.org/W1832693441","https://openalex.org/W1966421434","https://openalex.org/W1981903647","https://openalex.org/W1985710361","https://openalex.org/W2012057220","https://openalex.org/W2029811272","https://openalex.org/W2068796797","https://openalex.org/W2110693578","https://openalex.org/W2139392091","https://openalex.org/W2150824314","https://openalex.org/W2239203031","https://openalex.org/W2422712781","https://openalex.org/W2536435413","https://openalex.org/W2577581976","https://openalex.org/W2777376987","https://openalex.org/W2896457183","https://openalex.org/W2905348772","https://openalex.org/W2911737959","https://openalex.org/W2924690340","https://openalex.org/W2970641574","https://openalex.org/W3046589659","https://openalex.org/W4249986530","https://openalex.org/W4385245566","https://openalex.org/W6630042105","https://openalex.org/W6690044659","https://openalex.org/W6732176950","https://openalex.org/W6739901393","https://openalex.org/W6755207826","https://openalex.org/W6761268247"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4317547544","https://openalex.org/W4313395829","https://openalex.org/W2095030957","https://openalex.org/W2066827917","https://openalex.org/W2884201223","https://openalex.org/W4386223158"],"abstract_inverted_index":{"Information":[0],"from":[1,36,63],"social":[2,28,64],"media,":[3],"e.g.":[4],"user":[5,53],"comments":[6],"and":[7],"tweets,":[8],"provides":[9],"an":[10,88],"additional":[11,89],"channel":[12],"that":[13,103],"enriches":[14],"the":[15,61,78],"content":[16],"of":[17,77],"Web":[18],"documents.":[19,112],"This":[20],"paper":[21],"introduces":[22],"a":[23],"model":[24,45,82,105],"by":[25,46,86],"exploiting":[26],"relevant":[27,52],"information":[29,68],"to":[30],"enhance":[31],"web":[32],"document":[33],"summarization.":[34],"Different":[35],"prior":[37],"studies":[38],"using":[39],"feature":[40],"engineering,":[41],"we":[42],"empower":[43],"our":[44,104],"utilizing":[47,60],"transformers.":[48],"To":[49],"do":[50],"that,":[51],"posts":[54],"are":[55],"paired":[56,67],"with":[57],"sentences":[58],"for":[59,73,94,109],"support":[62],"information.":[65],"The":[66,81],"is":[69,83],"fed":[70],"into":[71],"transformers":[72],"taking":[74],"full":[75],"advantage":[76],"contextual":[79],"aspect.":[80],"then":[84],"adapted":[85],"stacking":[87],"convolution":[90],"neural":[91],"network":[92],"layer":[93],"classification.":[95],"Experimental":[96],"results":[97,108],"on":[98],"two":[99],"English":[100],"datasets":[101],"show":[102],"achieves":[106],"promising":[107],"summarizing":[110],"single":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}