{"id":"https://openalex.org/W2461929917","doi":"https://doi.org/10.1145/2903720","title":"Improving Unsupervised Dependency Parsing with Knowledge from Query Logs","display_name":"Improving Unsupervised Dependency Parsing with Knowledge from Query Logs","publication_year":2016,"publication_date":"2016-06-22","ids":{"openalex":"https://openalex.org/W2461929917","doi":"https://doi.org/10.1145/2903720","mag":"2461929917"},"language":"en","primary_location":{"id":"doi:10.1145/2903720","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2903720","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/A5005603351","display_name":"Xiuming Qiao","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiuming Qiao","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040038124","display_name":"Hailong Cao","orcid":"https://orcid.org/0000-0002-6842-8674"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Cao","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101661008","display_name":"Tiejun Zhao","orcid":"https://orcid.org/0000-0003-4659-4935"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejun Zhao","raw_affiliation_strings":["Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005603351"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.03358027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"16","issue":"1","first_page":"1","last_page":"12"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9901000261306763,"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/treebank","display_name":"Treebank","score":0.9296918511390686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9031234979629517},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.8019064664840698},{"id":"https://openalex.org/keywords/dependency-grammar","display_name":"Dependency grammar","score":0.7909504175186157},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.7485605478286743},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7432591915130615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7431168556213379}],"concepts":[{"id":"https://openalex.org/C206134035","wikidata":"https://www.wikidata.org/wiki/Q811525","display_name":"Treebank","level":3,"score":0.9296918511390686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9031234979629517},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.8019064664840698},{"id":"https://openalex.org/C164883195","wikidata":"https://www.wikidata.org/wiki/Q674834","display_name":"Dependency grammar","level":3,"score":0.7909504175186157},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7485605478286743},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7432591915130615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7431168556213379}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2903720","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2903720","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":0.8199999928474426,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G7412512813","display_name":null,"funder_award_id":"91520204 and 61572154","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":35,"referenced_works":["https://openalex.org/W64928986","https://openalex.org/W183201499","https://openalex.org/W194033037","https://openalex.org/W1527783480","https://openalex.org/W1568793342","https://openalex.org/W1593045043","https://openalex.org/W1808897491","https://openalex.org/W1848000237","https://openalex.org/W2060127787","https://openalex.org/W2088672056","https://openalex.org/W2100181111","https://openalex.org/W2102229797","https://openalex.org/W2107419438","https://openalex.org/W2110037758","https://openalex.org/W2110360823","https://openalex.org/W2114609248","https://openalex.org/W2114738804","https://openalex.org/W2120735855","https://openalex.org/W2120814856","https://openalex.org/W2128634885","https://openalex.org/W2135514656","https://openalex.org/W2138321806","https://openalex.org/W2140724713","https://openalex.org/W2153568660","https://openalex.org/W2153800732","https://openalex.org/W2159637323","https://openalex.org/W2164076936","https://openalex.org/W2164119735","https://openalex.org/W2189592345","https://openalex.org/W2250415202","https://openalex.org/W2250437405","https://openalex.org/W2251138842","https://openalex.org/W2251452524","https://openalex.org/W2252238553","https://openalex.org/W2396230549"],"related_works":["https://openalex.org/W2098784136","https://openalex.org/W2251015434","https://openalex.org/W2968543375","https://openalex.org/W4212832296","https://openalex.org/W2577569078","https://openalex.org/W2576044174","https://openalex.org/W4288558800","https://openalex.org/W2180950424","https://openalex.org/W2888625260","https://openalex.org/W2953770453"],"abstract_inverted_index":{"Unsupervised":[0],"dependency":[1,28,40,63,97,123],"parsing":[2,49,64],"becomes":[3],"more":[4,6],"and":[5,26,74,107,130],"popular":[7],"in":[8,96],"recent":[9],"years":[10],"because":[11],"it":[12,77],"does":[13],"not":[14],"need":[15],"expensive":[16],"annotations,":[17],"such":[18],"as":[19],"treebanks,":[20],"which":[21],"are":[22,158],"required":[23],"for":[24,61,164],"supervised":[25,39],"semi-supervised":[27],"parsing.":[29],"However,":[30],"its":[31],"accuracy":[32,114],"is":[33,51,86,104],"still":[34],"far":[35],"below":[36],"that":[37,47,137],"of":[38,111,143,161],"parsers,":[41],"partly":[42],"due":[43],"to":[44,53,91],"the":[45,72,79,116,126,138,150],"fact":[46],"their":[48],"model":[50,140],"insufficient":[52],"capture":[54],"linguistic":[55],"phenomena":[56],"underlying":[57],"texts.":[58],"The":[59,101],"performance":[60],"unsupervised":[62],"can":[65],"be":[66],"improved":[67],"by":[68,75,120],"mining":[69],"knowledge":[70,85,163],"from":[71,88,125],"texts":[73],"incorporating":[76],"into":[78],"model.":[80],"In":[81],"this":[82],"article,":[83],"syntactic":[84,162],"acquired":[87],"query":[89,128,132,152,156],"logs":[90,129,157],"help":[92],"estimate":[93],"better":[94],"probabilities":[95],"models":[98],"with":[99],"valence.":[100],"proposed":[102,139],"method":[103],"language":[105,167],"independent":[106],"obtains":[108],"an":[109],"improvement":[110],"4.1%":[112],"unlabeled":[113],"on":[115,145],"Penn":[117],"Chinese":[118],"Treebank":[119],"utilizing":[121],"additional":[122],"relations":[124],"Sogou":[127],"Baidu":[131],"logs.":[133,153],"Morever,":[134],"experiments":[135],"show":[136],"achieves":[141],"improvements":[142],"8.07%":[144],"CoNLL":[146],"2007":[147],"English":[148],"using":[149],"AOL":[151],"We":[154],"believe":[155],"useful":[159],"sources":[160],"many":[165],"natural":[166],"processing":[168],"(NLP)":[169],"tasks.":[170]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}