{"id":"https://openalex.org/W2964256307","doi":"https://doi.org/10.1109/taslp.2017.2788181","title":"Joint POS Tagging and Dependence Parsing With Transition-Based Neural Networks","display_name":"Joint POS Tagging and Dependence Parsing With Transition-Based Neural Networks","publication_year":2017,"publication_date":"2017-12-29","ids":{"openalex":"https://openalex.org/W2964256307","doi":"https://doi.org/10.1109/taslp.2017.2788181","mag":"2964256307"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2017.2788181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2017.2788181","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language 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/A5090083168","display_name":"Liner Yang","orcid":"https://orcid.org/0000-0001-8364-7165"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liner Yang","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004953265","display_name":"Meishan Zhang","orcid":"https://orcid.org/0000-0001-6335-1340"},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meishan Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Heilongjiang University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Heilongjiang University, Harbin, China","institution_ids":["https://openalex.org/I1300757298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355692","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0001-7300-9215"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046448314","display_name":"Maosong Sun","orcid":"https://orcid.org/0000-0002-6011-6115"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maosong Sun","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608122","display_name":"Nan Yu","orcid":"https://orcid.org/0000-0001-6051-1126"},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Yu","raw_affiliation_strings":["School of Computer Science and Technology, Heilongjiang University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Heilongjiang University, Harbin, China","institution_ids":["https://openalex.org/I1300757298"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101990229","display_name":"Guohong Fu","orcid":"https://orcid.org/0000-0001-6882-6181"},"institutions":[{"id":"https://openalex.org/I1300757298","display_name":"Heilongjiang University of Science and Technology","ror":"https://ror.org/030xwyx96","country_code":"CN","type":"education","lineage":["https://openalex.org/I1300757298"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohong Fu","raw_affiliation_strings":["School of Computer Science and Technology, Heilongjiang University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Heilongjiang University, Harbin, China","institution_ids":["https://openalex.org/I1300757298"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1932,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.9101228,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"26","issue":"8","first_page":"1352","last_page":"1358"},"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":0.9997000098228455,"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/T12031","display_name":"Speech and dialogue systems","score":0.9983999729156494,"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":0.8450119495391846},{"id":"https://openalex.org/keywords/dependency-grammar","display_name":"Dependency grammar","score":0.8210811614990234},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.8079854249954224},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.724997878074646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.671537458896637},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.6477063894271851},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6396079063415527},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5164914131164551},{"id":"https://openalex.org/keywords/sequence-labeling","display_name":"Sequence labeling","score":0.5025925636291504},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4900580644607544},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4778258800506592},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32520657777786255},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.07547459006309509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8450119495391846},{"id":"https://openalex.org/C164883195","wikidata":"https://www.wikidata.org/wiki/Q674834","display_name":"Dependency grammar","level":3,"score":0.8210811614990234},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.8079854249954224},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.724997878074646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.671537458896637},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.6477063894271851},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6396079063415527},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5164914131164551},{"id":"https://openalex.org/C35639132","wikidata":"https://www.wikidata.org/wiki/Q7452468","display_name":"Sequence labeling","level":3,"score":0.5025925636291504},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4900580644607544},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4778258800506592},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32520657777786255},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.07547459006309509},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2017.2788181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2017.2788181","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4699999988079071,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3026645988","display_name":"\u6c49\u8bed\u89e3\u91ca\u6027\u610f\u89c1\u6316\u6398\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61672211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4335019178","display_name":null,"funder_award_id":"61602160","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":53,"referenced_works":["https://openalex.org/W1508977358","https://openalex.org/W1522301498","https://openalex.org/W1541975828","https://openalex.org/W1815076433","https://openalex.org/W1860935423","https://openalex.org/W1940872118","https://openalex.org/W1996430422","https://openalex.org/W2008652694","https://openalex.org/W2015238682","https://openalex.org/W2092477611","https://openalex.org/W2095705004","https://openalex.org/W2101609803","https://openalex.org/W2104747875","https://openalex.org/W2105847779","https://openalex.org/W2116410915","https://openalex.org/W2119754473","https://openalex.org/W2137471318","https://openalex.org/W2167439141","https://openalex.org/W2250405765","https://openalex.org/W2250518310","https://openalex.org/W2250861254","https://openalex.org/W2251555161","https://openalex.org/W2251923740","https://openalex.org/W2252268838","https://openalex.org/W2289899728","https://openalex.org/W2301095666","https://openalex.org/W2311095070","https://openalex.org/W2311132329","https://openalex.org/W2512597464","https://openalex.org/W2518668950","https://openalex.org/W2552110825","https://openalex.org/W2554915555","https://openalex.org/W2563495010","https://openalex.org/W2951336364","https://openalex.org/W2963073938","https://openalex.org/W2963372751","https://openalex.org/W2963481229","https://openalex.org/W2963572611","https://openalex.org/W2964084097","https://openalex.org/W2964121744","https://openalex.org/W6631190155","https://openalex.org/W6638545294","https://openalex.org/W6640362995","https://openalex.org/W6674330103","https://openalex.org/W6676047425","https://openalex.org/W6677576730","https://openalex.org/W6684315323","https://openalex.org/W6691740907","https://openalex.org/W6691782331","https://openalex.org/W6691828424","https://openalex.org/W6697342960","https://openalex.org/W6704596057","https://openalex.org/W6729856301"],"related_works":["https://openalex.org/W2251084681","https://openalex.org/W2098784136","https://openalex.org/W3115565094","https://openalex.org/W287510790","https://openalex.org/W4241489294","https://openalex.org/W2968543375","https://openalex.org/W4288558800","https://openalex.org/W2953770453","https://openalex.org/W2888625260","https://openalex.org/W2179743027"],"abstract_inverted_index":{"While":[0],"part-of-speech":[1],"(POS)":[2],"tagging":[3,41,75],"and":[4,28,42,60,76],"dependency":[5,43,77],"parsing":[6,44,78],"are":[7,54],"observed":[8],"to":[9,38,56],"be":[10],"closely":[11],"related,":[12],"existing":[13],"work":[14],"on":[15],"joint":[16,39,73],"modeling":[17],"with":[18],"manually":[19],"crafted":[20],"feature":[21,26],"templates":[22],"suffers":[23],"from":[24],"the":[25],"sparsity":[27],"incompleteness":[29],"problems.":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"propose":[35],"an":[36],"approach":[37,67],"POS":[40,74],"using":[45],"transition-based":[46],"neural":[47,50],"networks.":[48],"Three":[49],"network":[51],"based":[52],"classifiers":[53],"designed":[55],"resolve":[57],"shift/reduce,":[58],"tagging,":[59],"labeling":[61],"conflicts.":[62],"Experiments":[63],"show":[64],"that":[65],"our":[66],"significantly":[68],"outperforms":[69],"previous":[70],"methods":[71],"for":[72],"across":[79],"a":[80],"variety":[81],"of":[82],"natural":[83],"languages.":[84]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
