{"id":"https://openalex.org/W2992731838","doi":"https://doi.org/10.1109/kse.2019.8919425","title":"Transfer learning for a Vietnamese dialogue system","display_name":"Transfer learning for a Vietnamese dialogue system","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2992731838","doi":"https://doi.org/10.1109/kse.2019.8919425","mag":"2992731838"},"language":"en","primary_location":{"id":"doi:10.1109/kse.2019.8919425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse.2019.8919425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 11th International Conference on Knowledge and Systems Engineering (KSE)","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/A5069574538","display_name":"Dang Pham","orcid":"https://orcid.org/0000-0002-0924-8403"},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Dang Pham","raw_affiliation_strings":["Ho Chi Minh City University of Science, Ho Chi Minh City, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Science, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I23582244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009449337","display_name":"Huy Viet Le","orcid":"https://orcid.org/0000-0001-5579-2875"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huy Le","raw_affiliation_strings":["University of Information Technology, Ho Chi Minh City, Viet Nam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Ho Chi Minh City, Viet Nam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056767671","display_name":"Tho Quan","orcid":"https://orcid.org/0000-0003-0467-6254"},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tho Quan","raw_affiliation_strings":["Ho Chi Minh City University of Technology, Ho Chi Minh City, Viet Nam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Technology, Ho Chi Minh City, Viet Nam","institution_ids":["https://openalex.org/I47265099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5069574538"],"corresponding_institution_ids":["https://openalex.org/I23582244"],"apc_list":null,"apc_paid":null,"fwci":0.14,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58889485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":1.0,"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/T12031","display_name":"Speech and dialogue systems","score":1.0,"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":0.9998999834060669,"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":0.9998000264167786,"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/vietnamese","display_name":"Vietnamese","score":0.8586541414260864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8208115100860596},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7860811352729797},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.717158317565918},{"id":"https://openalex.org/keywords/scratch","display_name":"Scratch","score":0.6772564053535461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6513678431510925},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.5506951212882996},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5479733943939209},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5034915804862976},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48967745900154114},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47044625878334045},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.4498912990093231},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4190623164176941},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.41684556007385254},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.17609348893165588},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08332309126853943}],"concepts":[{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.8586541414260864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8208115100860596},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7860811352729797},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.717158317565918},{"id":"https://openalex.org/C2781235140","wikidata":"https://www.wikidata.org/wiki/Q275131","display_name":"Scratch","level":2,"score":0.6772564053535461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6513678431510925},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5506951212882996},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5479733943939209},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5034915804862976},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48967745900154114},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47044625878334045},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.4498912990093231},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4190623164176941},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.41684556007385254},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.17609348893165588},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08332309126853943},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/kse.2019.8919425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse.2019.8919425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 11th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1975244201","https://openalex.org/W1987326241","https://openalex.org/W2004672974","https://openalex.org/W2064675550","https://openalex.org/W2106347453","https://openalex.org/W2137871902","https://openalex.org/W2147880316","https://openalex.org/W2412899141","https://openalex.org/W2560678344","https://openalex.org/W2784121710","https://openalex.org/W2962776342","https://openalex.org/W2963494889","https://openalex.org/W2964210218","https://openalex.org/W4295249402","https://openalex.org/W4298422451","https://openalex.org/W6682082992","https://openalex.org/W6712785310","https://openalex.org/W6727099177","https://openalex.org/W6730287469","https://openalex.org/W6747727460"],"related_works":["https://openalex.org/W2475116013","https://openalex.org/W2901286616","https://openalex.org/W2291461084","https://openalex.org/W2050882094","https://openalex.org/W3113733647","https://openalex.org/W2770018148","https://openalex.org/W2358308169","https://openalex.org/W4206924063","https://openalex.org/W3042674643","https://openalex.org/W3000197790"],"abstract_inverted_index":{"Training":[0],"data":[1,39],"plays":[2],"an":[3],"essential":[4],"role":[5],"in":[6,56],"the":[7,15,50,62,87],"neural":[8,26],"network-based":[9],"dialogue":[10,20,59],"system.":[11],"Although":[12],"most":[13],"of":[14,52,70,89,96],"recent":[16],"works":[17],"researching":[18],"about":[19],"system":[21,60],"base":[22],"on":[23,73,81],"a":[24,29,57],"deep":[25],"network":[27],"show":[28,68],"significant":[30],"improvement":[31],"to":[32],"traditional":[33],"methods,":[34],"they":[35],"required":[36],"many":[37],"labeled":[38],"for":[40,61],"both":[41],"training":[42,90,97],"and":[43,65,85],"evaluating.":[44],"In":[45],"this":[46],"paper,":[47],"we":[48,66],"present":[49],"result":[51],"using":[53],"transfer":[54,71],"learning":[55,72],"Vietnamese":[58],"classification":[63],"task,":[64],"further":[67],"benefits":[69],"named":[74],"entity":[75],"recognition":[76],"task":[77],"by":[78],"experiment":[79],"results":[80],"public":[82],"VLSP":[83],"dataset":[84],"meets":[86],"performance":[88],"from":[91],"scratch":[92],"with":[93],"only":[94],"10%":[95],"data.":[98]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}