{"id":"https://openalex.org/W3041605817","doi":"https://doi.org/10.1109/access.2020.3007889","title":"Sentiment Classification for Chinese Text Based on Interactive Multitask Learning","display_name":"Sentiment Classification for Chinese Text Based on Interactive Multitask Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3041605817","doi":"https://doi.org/10.1109/access.2020.3007889","mag":"3041605817"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3007889","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3007889","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09136689.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/ielx7/6287639/8948470/09136689.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030209990","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0001-8759-0784"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]},{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]},{"id":"https://openalex.org/I4210155994","display_name":"Zhengzhou Business University","ror":"https://ror.org/05azzk208","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210155994"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Zhang","raw_affiliation_strings":["Department of Cryptogram Engineering, Information Engineering University, Zhengzhou, China","Software College, Zhengzhou University, Zhengzhou, China","Software College, Zhengzhou University, Zhengzhou 450001, China","Department of Cryptogram Engineering, Information Engineering University, Zhengzhou 450000, China"],"raw_orcid":"https://orcid.org/0000-0001-8759-0784","affiliations":[{"raw_affiliation_string":"Department of Cryptogram Engineering, Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Software College, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650","https://openalex.org/I4210155994"]},{"raw_affiliation_string":"Software College, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"Department of Cryptogram Engineering, Information Engineering University, Zhengzhou 450000, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114778037","display_name":"Shaoqi Sun","orcid":"https://orcid.org/0009-0005-9656-6918"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]},{"id":"https://openalex.org/I4210155994","display_name":"Zhengzhou Business University","ror":"https://ror.org/05azzk208","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210155994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoqi Sun","raw_affiliation_strings":["Software College, Zhengzhou University, Zhengzhou, China","Software College, Zhengzhou University, Zhengzhou 450001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software College, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650","https://openalex.org/I4210155994"]},{"raw_affiliation_string":"Software College, Zhengzhou University, Zhengzhou 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076772077","display_name":"Yongjin Hu","orcid":"https://orcid.org/0000-0002-5882-9431"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjin Hu","raw_affiliation_strings":["Department of Cryptogram Engineering, Information Engineering University, Zhengzhou, China","Department of Cryptogram Engineering, Information Engineering University, Zhengzhou 450000, China"],"raw_orcid":"https://orcid.org/0000-0002-5882-9431","affiliations":[{"raw_affiliation_string":"Department of Cryptogram Engineering, Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Department of Cryptogram Engineering, Information Engineering University, Zhengzhou 450000, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044091027","display_name":"Junxiu Liu","orcid":"https://orcid.org/0000-0002-9790-1571"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Junxiu Liu","raw_affiliation_strings":["School of Computing, Engineering and Intelligent Systems, Ulster University, Northern Ireland, U.K","School of Computing, Engineering and Intelligent Systems, Ulster University, Northern Ireland BT487JL, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9790-1571","affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Intelligent Systems, Ulster University, Northern Ireland, U.K","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"School of Computing, Engineering and Intelligent Systems, Ulster University, Northern Ireland BT487JL, U.K","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026588697","display_name":"Yuanbo Guo","orcid":"https://orcid.org/0000-0002-9905-9111"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanbo Guo","raw_affiliation_strings":["Department of Cryptogram Engineering, Information Engineering University, Zhengzhou, China","Department of Cryptogram Engineering, Information Engineering University, Zhengzhou 450000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cryptogram Engineering, Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]},{"raw_affiliation_string":"Department of Cryptogram Engineering, Information Engineering University, Zhengzhou 450000, China","institution_ids":["https://openalex.org/I169689159"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030209990"],"corresponding_institution_ids":["https://openalex.org/I169689159","https://openalex.org/I38877650","https://openalex.org/I4210155994"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.7199,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.92165855,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"129626","last_page":"129635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T11550","display_name":"Text and Document Classification Technologies","score":0.994700014591217,"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":0.9916999936103821,"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/computer-science","display_name":"Computer science","score":0.8251339197158813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6873830556869507},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.663377046585083},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6617194414138794},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.632177472114563},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.617035448551178},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.5639746785163879},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5443586111068726},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4417487382888794},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4407370090484619},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3734026551246643}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8251339197158813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6873830556869507},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.663377046585083},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6617194414138794},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.632177472114563},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.617035448551178},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.5639746785163879},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5443586111068726},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4417487382888794},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4407370090484619},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3734026551246643},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3007889","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3007889","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09136689.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:doaj.org/article:27dd47592a5d4721b0181ee18f0aa87a","is_oa":true,"landing_page_url":"https://doaj.org/article/27dd47592a5d4721b0181ee18f0aa87a","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 8, Pp 129626-129635 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3007889","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3007889","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09136689.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":0.7799999713897705,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3041605817.pdf","grobid_xml":"https://content.openalex.org/works/W3041605817.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1974097091","https://openalex.org/W2022120982","https://openalex.org/W2046858834","https://openalex.org/W2096707493","https://openalex.org/W2109782117","https://openalex.org/W2157205019","https://openalex.org/W2166706824","https://openalex.org/W2517796890","https://openalex.org/W2521348577","https://openalex.org/W2603530161","https://openalex.org/W2606788537","https://openalex.org/W2756816896","https://openalex.org/W2766546031","https://openalex.org/W2766671363","https://openalex.org/W2789132801","https://openalex.org/W2810009261","https://openalex.org/W2897299086","https://openalex.org/W2897908126","https://openalex.org/W2899455119","https://openalex.org/W2912400288","https://openalex.org/W2916076862","https://openalex.org/W2922318995","https://openalex.org/W2926264417","https://openalex.org/W2937977583","https://openalex.org/W2946517888","https://openalex.org/W2950488390","https://openalex.org/W2951278869","https://openalex.org/W2951392332","https://openalex.org/W2953356739","https://openalex.org/W2962692632","https://openalex.org/W2962727468","https://openalex.org/W2963090765","https://openalex.org/W2963854351","https://openalex.org/W2963897752","https://openalex.org/W2964157221","https://openalex.org/W2965510113","https://openalex.org/W2970233525","https://openalex.org/W2995797250","https://openalex.org/W2999027510","https://openalex.org/W3005249048","https://openalex.org/W3105174597","https://openalex.org/W4300822525","https://openalex.org/W6674693939","https://openalex.org/W6683260912","https://openalex.org/W6747808108","https://openalex.org/W6763745640","https://openalex.org/W6764261221"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W147410782","https://openalex.org/W2900413183","https://openalex.org/W4390975304","https://openalex.org/W3022252430","https://openalex.org/W4287804464","https://openalex.org/W3103989898","https://openalex.org/W3211292372","https://openalex.org/W803346624"],"abstract_inverted_index":{"In":[0,127],"this":[1],"paper,":[2],"an":[3],"interactive":[4],"multitask":[5,130],"learning":[6,82],"method":[7,52,190],"for":[8,84,207],"Chinese":[9,212],"text":[10,54,80,100,123],"sentiment":[11,48,55,101,209],"classification":[12,56,102,210],"is":[13,24,104,115,134,144,164],"proposed.":[14],"Here,":[15],"the":[16,31,40,69,79,85,90,95,99,107,122,125,129,137,141,148,152,158,161,174,178,185,188,198,208],"classic":[17],"BiLSTM":[18,109],"+":[19,21,110,112],"attention":[20,111],"CRF":[22,113],"model":[23,77,83,114],"used":[25,116,171],"to":[26,117,176],"obtain":[27],"full":[28],"use":[29],"of":[30,43,151,160,187,200,211],"interaction":[32,132],"relationship":[33],"between":[34],"tasks,":[35],"and":[36,47,57,64,66,94,136,194,205],"it":[37,67],"simultaneously":[38],"solves":[39],"two":[41,153,162],"tasks":[42,163],"emotional":[44,58,119],"dictionary":[45,59],"expansion":[46,60],"classification.":[49],"The":[50,182],"proposed":[51,189],"divides":[53],"into":[61,147],"primary":[62,86],"task":[63,103],"subtask,":[65],"adopts":[68],"Enhanced":[70],"Language":[71],"Representation":[72],"with":[73,168],"Informative":[74],"Entities":[75],"(ERNIE)":[76],"as":[78,173],"representation":[81,150],"task.":[87],"Then,":[88],"through":[89],"maximum":[91],"pooling":[92],"layer":[93],"fully":[96],"connected":[97],"layer,":[98],"completed.":[105],"Meanwhile,":[106],"classical":[108],"extract":[118],"words":[120],"from":[121],"in":[124],"subtask.":[126],"addition,":[128],"information":[131,139],"mechanism":[133],"used,":[135],"prediction":[138],"on":[140],"autonomous":[142],"subtask":[143],"fed":[145],"back":[146],"potential":[149],"tasks.":[154],"After":[155],"iterative":[156],"training,":[157],"performance":[159],"further":[165,196],"optimized.":[166],"Micro-blogs":[167],"COVID-19":[169],"are":[170],"here":[172],"subject":[175],"form":[177],"experimental":[179],"data":[180],"set.":[181],"results":[183],"demonstrate":[184],"superiority":[186,199],"over":[191,202],"other":[192],"approaches,":[193],"they":[195],"verify":[197],"ERNIE":[201],"BERT,":[203],"RoBERTa":[204],"XLNet":[206],"text.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
