{"id":"https://openalex.org/W2897502778","doi":"https://doi.org/10.1109/access.2018.2866531","title":"Extending Embedding Representation by Incorporating Latent Relations","display_name":"Extending Embedding Representation by Incorporating Latent Relations","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2897502778","doi":"https://doi.org/10.1109/access.2018.2866531","mag":"2897502778"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2866531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2866531","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2866531","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100324793","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0002-2422-0548"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gao Yang","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2422-0548","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350683","display_name":"Wenbo Wang","orcid":"https://orcid.org/0000-0003-4311-2646"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Wenbo","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103633414","display_name":"Liu Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Qian","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huang Heyan","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huang Heyan","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100627256","display_name":"Yuefeng Li","orcid":"https://orcid.org/0000-0002-3594-8980"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yuefeng Li","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Queensland University of Technology (QUT), Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100324793"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5081,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74643802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"52682","last_page":"52690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/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"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9987999796867371,"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":0.8198603987693787},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7354472279548645},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.6842477321624756},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.6645001173019409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6352348327636719},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.553378701210022},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5518478155136108},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47487255930900574},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.47054702043533325},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.4663955569267273},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.44995054602622986},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4462604522705078},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.44409313797950745},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1509018838405609},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08143153786659241}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8198603987693787},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7354472279548645},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.6842477321624756},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.6645001173019409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6352348327636719},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.553378701210022},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5518478155136108},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47487255930900574},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47054702043533325},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.4663955569267273},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.44995054602622986},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4462604522705078},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.44409313797950745},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1509018838405609},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08143153786659241},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2866531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2866531","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:94e69fced8934c6c88bbd846218f39ee","is_oa":true,"landing_page_url":"https://doaj.org/article/94e69fced8934c6c88bbd846218f39ee","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 52682-52690 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2866531","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2866531","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G4918981142","display_name":null,"funder_award_id":"61751201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6174690482","display_name":null,"funder_award_id":"2016YFB1000902","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8579286945","display_name":null,"funder_award_id":"61602036","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W810147176","https://openalex.org/W1241017059","https://openalex.org/W1499253590","https://openalex.org/W1503259811","https://openalex.org/W1506285740","https://openalex.org/W1614298861","https://openalex.org/W1615991656","https://openalex.org/W1662133657","https://openalex.org/W1807381799","https://openalex.org/W2049458331","https://openalex.org/W2085030399","https://openalex.org/W2093367651","https://openalex.org/W2097732278","https://openalex.org/W2117169652","https://openalex.org/W2125076245","https://openalex.org/W2129555316","https://openalex.org/W2131462252","https://openalex.org/W2138605095","https://openalex.org/W2140480387","https://openalex.org/W2153579005","https://openalex.org/W2158899491","https://openalex.org/W2163922914","https://openalex.org/W2177512083","https://openalex.org/W2238728730","https://openalex.org/W2248676660","https://openalex.org/W2250539671","https://openalex.org/W2250683455","https://openalex.org/W2251771443","https://openalex.org/W2264800663","https://openalex.org/W2302324609","https://openalex.org/W2319521425","https://openalex.org/W2404244834","https://openalex.org/W2536575021","https://openalex.org/W2598052700","https://openalex.org/W2604591718","https://openalex.org/W2605149786","https://openalex.org/W2950577311","https://openalex.org/W2952230511","https://openalex.org/W2963481404","https://openalex.org/W2979401726","https://openalex.org/W2998704965","https://openalex.org/W4285719527","https://openalex.org/W4294170691","https://openalex.org/W6622801540","https://openalex.org/W6630198464","https://openalex.org/W6638393366","https://openalex.org/W6674387193","https://openalex.org/W6679224782","https://openalex.org/W6680532216","https://openalex.org/W6682691769","https://openalex.org/W6683738474","https://openalex.org/W6685711632","https://openalex.org/W6689951360","https://openalex.org/W6693045498"],"related_works":["https://openalex.org/W2085599877","https://openalex.org/W3152143533","https://openalex.org/W2966570129","https://openalex.org/W3099449837","https://openalex.org/W2626769217","https://openalex.org/W2774861092","https://openalex.org/W4301351852","https://openalex.org/W2622845166","https://openalex.org/W2810682696","https://openalex.org/W3004518042"],"abstract_inverted_index":{"The":[0,106],"semantic":[1,53,79],"representation":[2,33],"of":[3,34,72,81,92,111],"words":[4],"is":[5],"a":[6,35],"fundamental":[7],"task":[8],"in":[9],"natural":[10],"language":[11],"processing":[12],"and":[13,52,102],"text":[14,103],"mining.":[15],"Learning":[16],"word":[17,36,82,86],"embedding":[18,32],"has":[19],"shown":[20],"its":[21,40,117],"power":[22],"on":[23,38,98,119],"various":[24],"tasks.":[25,105,121],"Most":[26],"studies":[27],"are":[28,56],"aimed":[29],"at":[30],"generating":[31],"based":[37],"encoding":[39],"context":[41],"information.":[42],"However,":[43],"many":[44],"latent":[45,74],"relations,":[46,55],"such":[47],"as":[48,114,116],"co-occurring":[49],"associative":[50],"patterns":[51],"conceptual":[54],"not":[57],"well":[58,115],"considered.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63,95],"propose":[64],"an":[65],"extensible":[66],"model":[67,113],"to":[68,76],"incorporate":[69],"these":[70],"kinds":[71],"valuable":[73],"relations":[75],"increase":[77],"the":[78,90,109],"relatedness":[80],"pairs":[83],"by":[84],"learning":[85],"embeddings.":[87],"To":[88],"assess":[89],"effectiveness":[91,110],"our":[93,112],"model,":[94],"conduct":[96],"experiments":[97],"both":[99],"information":[100],"retrieval":[101],"classification":[104],"results":[107],"indicate":[108],"flexibility":[118],"different":[120]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}