{"id":"https://openalex.org/W3164626265","doi":"https://doi.org/10.1145/3436818","title":"A Neural Joint Model with BERT for Burmese Syllable Segmentation, Word Segmentation, and POS Tagging","display_name":"A Neural Joint Model with BERT for Burmese Syllable Segmentation, Word Segmentation, and POS Tagging","publication_year":2021,"publication_date":"2021-05-26","ids":{"openalex":"https://openalex.org/W3164626265","doi":"https://doi.org/10.1145/3436818","mag":"3164626265"},"language":"en","primary_location":{"id":"doi:10.1145/3436818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436818","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","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/A5016947527","display_name":"Cunli Mao","orcid":"https://orcid.org/0000-0002-8289-6036"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunli Mao","raw_affiliation_strings":["Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044318863","display_name":"Zhibo Man","orcid":"https://orcid.org/0009-0002-3336-5703"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibo Man","raw_affiliation_strings":["Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619287","display_name":"Zhengtao Yu","orcid":"https://orcid.org/0000-0002-4012-461X"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengtao Yu","raw_affiliation_strings":["Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China"],"raw_orcid":"https://orcid.org/0000-0002-4012-461X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017471172","display_name":"Shengxiang Gao","orcid":"https://orcid.org/0000-0002-2980-8420"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengxiang Gao","raw_affiliation_strings":["Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014781631","display_name":"Zhenhan Wang","orcid":"https://orcid.org/0009-0007-8747-2316"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhan Wang","raw_affiliation_strings":["Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100332096","display_name":"Hongbin Wang","orcid":"https://orcid.org/0000-0003-2176-2998"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Wang","raw_affiliation_strings":["Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Artificial Intelligence, Information Engineering and Automation, Kunming University of Science and Technology, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":null,"apc_paid":null,"fwci":0.6824,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74732394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"20","issue":"4","first_page":"1","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","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/T10181","display_name":"Natural Language Processing Techniques","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":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9986000061035156,"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/burmese","display_name":"Burmese","score":0.8389019966125488},{"id":"https://openalex.org/keywords/syllable","display_name":"Syllable","score":0.8016570806503296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7416195869445801},{"id":"https://openalex.org/keywords/text-segmentation","display_name":"Text segmentation","score":0.7113093137741089},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7066223621368408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.620254397392273},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6104893088340759},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5703696608543396},{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.5048299431800842},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.48818832635879517},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4870310425758362},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4165414571762085},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12693369388580322}],"concepts":[{"id":"https://openalex.org/C2779443383","wikidata":"https://www.wikidata.org/wiki/Q9228","display_name":"Burmese","level":2,"score":0.8389019966125488},{"id":"https://openalex.org/C109089402","wikidata":"https://www.wikidata.org/wiki/Q8188","display_name":"Syllable","level":2,"score":0.8016570806503296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7416195869445801},{"id":"https://openalex.org/C98501671","wikidata":"https://www.wikidata.org/wiki/Q1948408","display_name":"Text segmentation","level":3,"score":0.7113093137741089},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7066223621368408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.620254397392273},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6104893088340759},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5703696608543396},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.5048299431800842},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48818832635879517},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4870310425758362},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4165414571762085},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12693369388580322},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3436818","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3436818","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G6171376528","display_name":null,"funder_award_id":"61662041 and 61866019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1516184288","https://openalex.org/W1524281572","https://openalex.org/W1997455322","https://openalex.org/W2064675550","https://openalex.org/W2144212397","https://openalex.org/W2172221237","https://openalex.org/W2250297702","https://openalex.org/W2296283641","https://openalex.org/W2398978578","https://openalex.org/W2751116328","https://openalex.org/W2801805865","https://openalex.org/W2833383446","https://openalex.org/W2900613036","https://openalex.org/W2905027511","https://openalex.org/W2911430044","https://openalex.org/W2912310990","https://openalex.org/W2924690340","https://openalex.org/W2946417913","https://openalex.org/W2948735718","https://openalex.org/W2950577311","https://openalex.org/W2962739339","https://openalex.org/W2962814195","https://openalex.org/W2963336393","https://openalex.org/W2964256307","https://openalex.org/W2970529259","https://openalex.org/W2970850076","https://openalex.org/W2973636465","https://openalex.org/W2981851019","https://openalex.org/W3011574394","https://openalex.org/W3014864092","https://openalex.org/W3088409176","https://openalex.org/W3094020375","https://openalex.org/W3120930526","https://openalex.org/W4235835969"],"related_works":["https://openalex.org/W2370432717","https://openalex.org/W2398978578","https://openalex.org/W4310449030","https://openalex.org/W2946128423","https://openalex.org/W2918555272","https://openalex.org/W2913579688","https://openalex.org/W4313650408","https://openalex.org/W2393940967","https://openalex.org/W2159591557","https://openalex.org/W2385598138"],"abstract_inverted_index":{"The":[0,42],"smallest":[1],"semantic":[2],"unit":[3],"of":[4,50,76,94,111],"the":[5,10,13,21,40,46,51,58,73,77,92,95,109,118],"Burmese":[6,28,78,103],"language":[7],"is":[8,17],"called":[9],"syllable.":[11],"In":[12,88],"present":[14],"study,":[15],"it":[16,56],"intended":[18],"to":[19,90],"propose":[20],"first":[22],"neural":[23,59,86],"joint":[24,60,120],"learning":[25],"model":[26,44,61,110,121],"for":[27,62],"syllable":[29,52],"segmentation,":[30,32,65],"word":[31,64,82],"and":[33,68,81,106],"part-of-speech":[34],"(":[35],"POS":[36,66],")":[37],"tagging":[38],"with":[39,72,84],"BERT.":[41,113],"proposed":[43,96,119],"alleviates":[45],"error":[47],"propagation":[48],"problem":[49],"segmentation.":[53],"More":[54],"specifically,":[55],"extends":[57],"Vietnamese":[63],"tagging,":[67],"dependency":[69],"parsing":[70],"[28]":[71],"pre-training":[74],"method":[75],"character,":[79],"syllable,":[80],"embedding":[83],"BiLSTM-CRF-based":[85],"layers.":[87],"order":[89],"evaluate":[91],"performance":[93],"model,":[97],"experiments":[98],"are":[99],"carried":[100],"out":[101],"on":[102],"benchmark":[104],"datasets,":[105],"we":[107],"fine-tune":[108],"multilingual":[112],"Obtained":[114],"results":[115],"show":[116],"that":[117],"can":[122],"result":[123],"in":[124],"an":[125],"excellent":[126],"performance.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
