{"id":"https://openalex.org/W2905377481","doi":"https://doi.org/10.1007/s10115-018-1312-9","title":"Improving short-text representation in convolutional networks by dependency parsing","display_name":"Improving short-text representation in convolutional networks by dependency parsing","publication_year":2018,"publication_date":"2018-12-11","ids":{"openalex":"https://openalex.org/W2905377481","doi":"https://doi.org/10.1007/s10115-018-1312-9","mag":"2905377481"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-018-1312-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-018-1312-9","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","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/A5086412442","display_name":"Siheng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siheng Zhang","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, School of Computer and Control Engineering, University of Chinese Academy of Sciences, 95 Zhongguancun East Road, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, School of Computer and Control Engineering, University of Chinese Academy of Sciences, 95 Zhongguancun East Road, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414787","display_name":"Wensheng Zhang","orcid":"https://orcid.org/0000-0003-0752-941X"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wensheng Zhang","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, School of Computer and Control Engineering, University of Chinese Academy of Sciences, 95 Zhongguancun East Road, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, School of Computer and Control Engineering, University of Chinese Academy of Sciences, 95 Zhongguancun East Road, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079628419","display_name":"Jinghao Niu","orcid":"https://orcid.org/0000-0002-9598-297X"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghao Niu","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, School of Computer and Control Engineering, University of Chinese Academy of Sciences, 95 Zhongguancun East Road, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, School of Computer and Control Engineering, University of Chinese Academy of Sciences, 95 Zhongguancun East Road, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100414787"],"corresponding_institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I4210165038"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.3379,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.70352677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"61","issue":"1","first_page":"463","last_page":"484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9977999925613403,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9973999857902527,"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":0.8326094150543213},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.7392773628234863},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7133337259292603},{"id":"https://openalex.org/keywords/dependency-grammar","display_name":"Dependency grammar","score":0.7024523019790649},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6416449546813965},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6299220323562622},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.549415647983551},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5344637632369995},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.5244293808937073},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5023200511932373},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4914494752883911},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.48029181361198425},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.44881266355514526},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08381769061088562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8326094150543213},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7392773628234863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7133337259292603},{"id":"https://openalex.org/C164883195","wikidata":"https://www.wikidata.org/wiki/Q674834","display_name":"Dependency grammar","level":3,"score":0.7024523019790649},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6416449546813965},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6299220323562622},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.549415647983551},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5344637632369995},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.5244293808937073},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5023200511932373},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4914494752883911},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.48029181361198425},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.44881266355514526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08381769061088562},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10115-018-1312-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-018-1312-9","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7799999713897705,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1383768521","display_name":null,"funder_award_id":"U1636220","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G474737164","display_name":null,"funder_award_id":"HO2017050001BI","funder_id":"https://openalex.org/F4320322183","funder_display_name":"Huawei Technologies"},{"id":"https://openalex.org/G5394304682","display_name":"\u9762\u5411\u5927\u6570\u636e\u7684\u77e5\u8bc6\u8868\u793a\u3001\u63a8\u7406\u3001\u5728\u7ebf\u5b66\u4e60\u7406\u8bba\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"61432008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8187400391","display_name":null,"funder_award_id":"4172063","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G8317824844","display_name":"\u4e00\u79cd\u201c\u7edf\u8ba1+\u7ed3\u6784\u201d\u673a\u5668\u5b66\u4e60\u7406\u8bba\u4e0e\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61472423","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"},{"id":"https://openalex.org/F4320322183","display_name":"Huawei Technologies","ror":"https://ror.org/00cmhce21"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W160318044","https://openalex.org/W179875071","https://openalex.org/W1423339008","https://openalex.org/W1509566333","https://openalex.org/W1522301498","https://openalex.org/W1581485226","https://openalex.org/W1801721664","https://openalex.org/W1832693441","https://openalex.org/W1889268436","https://openalex.org/W1964613733","https://openalex.org/W1966443646","https://openalex.org/W2014902591","https://openalex.org/W2015001756","https://openalex.org/W2022508996","https://openalex.org/W2031614194","https://openalex.org/W2061495585","https://openalex.org/W2064675550","https://openalex.org/W2070246124","https://openalex.org/W2086004682","https://openalex.org/W2095705004","https://openalex.org/W2106390866","https://openalex.org/W2112796928","https://openalex.org/W2119788759","https://openalex.org/W2120615054","https://openalex.org/W2123442489","https://openalex.org/W2131208289","https://openalex.org/W2149048832","https://openalex.org/W2157331557","https://openalex.org/W2158899491","https://openalex.org/W2163605009","https://openalex.org/W2170738476","https://openalex.org/W2234079371","https://openalex.org/W2250539671","https://openalex.org/W2251143283","https://openalex.org/W2251939518","https://openalex.org/W2381535250","https://openalex.org/W2949547296","https://openalex.org/W2950577311","https://openalex.org/W2963355447","https://openalex.org/W4237428069","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2251084681","https://openalex.org/W2098784136","https://openalex.org/W287510790","https://openalex.org/W63925617","https://openalex.org/W29175167","https://openalex.org/W2151754849","https://openalex.org/W2252142543","https://openalex.org/W2968543375","https://openalex.org/W2953770453","https://openalex.org/W4288558800"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}