{"id":"https://openalex.org/W4392445522","doi":"https://doi.org/10.1145/3639233.3639244","title":"Exploring Hierarchical Multi-Label Text Classification Models using Attention-Based Approaches for Vietnamese language","display_name":"Exploring Hierarchical Multi-Label Text Classification Models using Attention-Based Approaches for Vietnamese language","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4392445522","doi":"https://doi.org/10.1145/3639233.3639244"},"language":"en","primary_location":{"id":"doi:10.1145/3639233.3639244","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639233.3639244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-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/A5108511014","display_name":"V. Lam","orcid":"https://orcid.org/0009-0009-3372-7285"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Van Bich Lam","raw_affiliation_strings":["Faculty of Information Technology, University of Science, Vietnam National University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Vietnam National University, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054330634","display_name":"Khoi Minh Quach","orcid":"https://orcid.org/0009-0001-9032-6113"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khoi Minh Quach","raw_affiliation_strings":["Faculty of Information Technology, University of Science, Vietnam National University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Vietnam National University, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114132677","display_name":"Long Hong Buu Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Long Hong Buu Nguyen","raw_affiliation_strings":["Faculty of Information Technology, University of Science, Vietnam National University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Vietnam National University, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040236875","display_name":"\u0110i\u1ec1n \u0110inh","orcid":"https://orcid.org/0000-0003-2069-1016"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dien Dinh","raw_affiliation_strings":["Faculty of Information Technology, University of Science, Vietnam National University, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Science, Vietnam National University, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108511014"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20829099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9994000196456909,"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":0.9994000196456909,"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":0.998199999332428,"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":0.9980000257492065,"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":0.830262303352356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6884481906890869},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6452600359916687},{"id":"https://openalex.org/keywords/word2vec","display_name":"Word2vec","score":0.6397136449813843},{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.6334773302078247},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5803708434104919},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5107400417327881},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5029520392417908},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4789448380470276},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.47105714678764343},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4553450047969818},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4343401789665222},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.41285306215286255},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09487515687942505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830262303352356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6884481906890869},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6452600359916687},{"id":"https://openalex.org/C2776461190","wikidata":"https://www.wikidata.org/wiki/Q22673982","display_name":"Word2vec","level":3,"score":0.6397136449813843},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.6334773302078247},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5803708434104919},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5107400417327881},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5029520392417908},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4789448380470276},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.47105714678764343},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4553450047969818},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4343401789665222},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.41285306215286255},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09487515687942505},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639233.3639244","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639233.3639244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1560851690","https://openalex.org/W1965398296","https://openalex.org/W2464349748","https://openalex.org/W2891768540","https://openalex.org/W2983965928","https://openalex.org/W3013631884","https://openalex.org/W3098637735","https://openalex.org/W3198174453","https://openalex.org/W3213978730","https://openalex.org/W3217243213","https://openalex.org/W4210880338","https://openalex.org/W4312227902"],"related_works":["https://openalex.org/W2360898036","https://openalex.org/W2905749112","https://openalex.org/W2390857744","https://openalex.org/W2390698788","https://openalex.org/W2346530426","https://openalex.org/W2133651098","https://openalex.org/W2078570174","https://openalex.org/W2383063829","https://openalex.org/W2138922887","https://openalex.org/W3099354896"],"abstract_inverted_index":{"The":[0],"Hierarchical":[1,49],"Attention-based":[2,50],"Recurrent":[3,51],"Neural":[4],"Network":[5],"(HARNN)":[6],"is":[7,31,43,68],"a":[8,84,110],"system":[9,30],"designed":[10],"to":[11,80,117],"categorize":[12],"documents":[13],"efficiently,":[14],"taking":[15],"into":[16],"account":[17],"both":[18],"the":[19,22,37,48,62,81,94,114,119,122,133],"content":[20],"of":[21,33,86,96,135],"texts":[23],"and":[24,61,104,138],"their":[25],"hierarchical":[26,59],"category":[27,72],"structure.":[28],"This":[29],"comprised":[32],"three":[34],"primary":[35],"components:":[36],"Document":[38],"Representation":[39],"Layer":[40,52,65],"(DRL),":[41],"which":[42,67],"used":[44],"for":[45,70,113],"semantic":[46],"encoding,":[47],"(HARL),":[53],"that":[54,128,139],"models":[55],"dependencies":[56],"between":[57],"different":[58,98],"levels,":[60],"Hybrid":[63],"Predicting":[64],"(HPL),":[66],"responsible":[69],"accurate":[71],"predictions.":[73],"In":[74],"this":[75],"research,":[76],"we":[77,108],"put":[78],"HARNN":[79,115,129],"test,":[82],"using":[83],"dataset":[85],"Vietnamese":[87,136],"articles":[88],"from":[89],"VnExpress.":[90],"We":[91],"then":[92],"contrast":[93],"performance":[95],"four":[97],"word":[99],"embeddings":[100],"(Word2Vec,":[101],"FastText,":[102],"PhoBERT,":[103],"BERT":[105],"multilingual).":[106],"Additionally,":[107],"introduce":[109],"domain-based":[111,141],"approach":[112,142],"model":[116],"compare":[118],"accuracy":[120],"with":[121],"original":[123],"manner.":[124],"Experimental":[125],"findings":[126],"indicate":[127],"performs":[130],"effectively":[131],"in":[132,146],"context":[134],"language":[137],"our":[140],"can":[143],"be":[144],"advantageous":[145],"specific":[147],"domains":[148],"HMTC":[149],"task.":[150]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}