{"id":"https://openalex.org/W7162773022","doi":"https://doi.org/10.1016/j.eswa.2026.133018","title":"ARMS: Attention-driven representation reconstruction with multi-signal pseudo-label selection for semi-supervised text classification","display_name":"ARMS: Attention-driven representation reconstruction with multi-signal pseudo-label selection for semi-supervised text classification","publication_year":2026,"publication_date":"2026-05-29","ids":{"openalex":"https://openalex.org/W7162773022","doi":"https://doi.org/10.1016/j.eswa.2026.133018"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.133018","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.133018","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"type":"article","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/A5020111720","display_name":"Shufeng Xiong","orcid":"https://orcid.org/0000-0001-5727-1766"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shufeng Xiong","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","Henan International Joint Laboratory of Agricultural Big Data and Artificial Intelligence, Zhengzhou, 450002, China"],"raw_orcid":"https://orcid.org/0000-0001-5727-1766","affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]},{"raw_affiliation_string":"Henan International Joint Laboratory of Agricultural Big Data and Artificial Intelligence, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137344658","display_name":"Yanan ZHOU","orcid":null},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Zhou","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","Henan International Joint Laboratory of Agricultural Big Data and Artificial Intelligence, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]},{"raw_affiliation_string":"Henan International Joint Laboratory of Agricultural Big Data and Artificial Intelligence, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082226310","display_name":"Yanyang Hou","orcid":"https://orcid.org/0000-0002-3072-5227"},"institutions":[{"id":"https://openalex.org/I4210163873","display_name":"Zhengzhou University of Industrial Technology","ror":"https://ror.org/05es8as59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163873"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanyang Hou","raw_affiliation_strings":["School of Information Engineering, Zhengzhou University of Industrial Technology, Zhengzhou, 451100, China"],"raw_orcid":"https://orcid.org/0000-0002-3072-5227","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Zhengzhou University of Industrial Technology, Zhengzhou, 451100, China","institution_ids":["https://openalex.org/I4210163873"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072915292","display_name":"Yinchao Che","orcid":null},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinchao Che","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137313900","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0002-9951-3011"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077698559","display_name":"Haiping Si","orcid":"https://orcid.org/0000-0001-8430-149X"},"institutions":[{"id":"https://openalex.org/I4750791","display_name":"Henan Agricultural University","ror":"https://ror.org/04eq83d71","country_code":"CN","type":"education","lineage":["https://openalex.org/I4750791"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiping Si","raw_affiliation_strings":["College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","Henan International Joint Laboratory of Agricultural Big Data and Artificial Intelligence, Zhengzhou, 450002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Management Science, Henan Agricultural University, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]},{"raw_affiliation_string":"Henan International Joint Laboratory of Agricultural Big Data and Artificial Intelligence, Zhengzhou, 450002, China","institution_ids":["https://openalex.org/I4750791"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077698559","https://openalex.org/A5082226310"],"corresponding_institution_ids":["https://openalex.org/I4210163873","https://openalex.org/I4750791"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66878961,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"330","issue":null,"first_page":"133018","last_page":"133018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.8664000034332275,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.8664000034332275,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.03200000151991844,"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":0.014299999922513962,"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/selection","display_name":"Selection (genetic algorithm)","score":0.5763999819755554},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5264999866485596},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4724000096321106},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.47119998931884766},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.2761000096797943}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7555999755859375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6414999961853027},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5763999819755554},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5264999866485596},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4724000096321106},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.47119998931884766},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41850000619888306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30799999833106995},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2623000144958496},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C2776482837","wikidata":"https://www.wikidata.org/wiki/Q3553958","display_name":"Multi-label classification","level":2,"score":0.2581000030040741}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.133018","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.133018","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323845","display_name":"Natural Science Foundation of Henan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W3034368386","https://openalex.org/W4226150360","https://openalex.org/W4384211343","https://openalex.org/W4387721271","https://openalex.org/W4387932894","https://openalex.org/W4391202802","https://openalex.org/W4394896786","https://openalex.org/W4404643526","https://openalex.org/W4405185121","https://openalex.org/W4406199057","https://openalex.org/W4409564714","https://openalex.org/W4414048022","https://openalex.org/W4414521642","https://openalex.org/W4414801600","https://openalex.org/W4414824887","https://openalex.org/W7117419682"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2026-05-30T00:00:00"}
