{"id":"https://openalex.org/W2937642512","doi":"https://doi.org/10.1109/ccis.2018.8691323","title":"Entity-Dependent Long-Short Time Memory Network for Semantic Relation Extraction","display_name":"Entity-Dependent Long-Short Time Memory Network for Semantic Relation Extraction","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2937642512","doi":"https://doi.org/10.1109/ccis.2018.8691323","mag":"2937642512"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2018.8691323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-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/A5042956643","display_name":"Yatian Shen","orcid":"https://orcid.org/0000-0002-7052-9538"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yatian Shen","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100429004","display_name":"Jun Sun","orcid":"https://orcid.org/0000-0002-3545-1392"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Sun","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051223530","display_name":"Peiyan Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiyan Jia","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100637600","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-8092-3459"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040363662","display_name":"Daojun Han","orcid":"https://orcid.org/0000-0003-0222-0667"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daojun Han","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043810277","display_name":"Xiajiong Shen","orcid":"https://orcid.org/0000-0002-9407-0637"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiajiong Shen","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100443879","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-4694-4926"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173899330"],"apc_list":null,"apc_paid":null,"fwci":0.169,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63979532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"762","last_page":"766"},"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":0.9991000294685364,"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":0.9986000061035156,"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/computer-science","display_name":"Computer science","score":0.8787562847137451},{"id":"https://openalex.org/keywords/relationship-extraction","display_name":"Relationship extraction","score":0.8090825080871582},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.7437387704849243},{"id":"https://openalex.org/keywords/semeval","display_name":"SemEval","score":0.6745275855064392},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6440241932868958},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6269139051437378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5728695392608643},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.566369891166687},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.5633171796798706},{"id":"https://openalex.org/keywords/semantic-relation","display_name":"Semantic relation","score":0.5365856289863586},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.535603940486908},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5014004707336426},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45332708954811096},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4366621673107147},{"id":"https://openalex.org/keywords/semantic-memory","display_name":"Semantic memory","score":0.4256945252418518},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25850361585617065},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.060074687004089355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8787562847137451},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.8090825080871582},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7437387704849243},{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.6745275855064392},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6440241932868958},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6269139051437378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5728695392608643},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.566369891166687},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.5633171796798706},{"id":"https://openalex.org/C2988080768","wikidata":"https://www.wikidata.org/wiki/Q7095057","display_name":"Semantic relation","level":3,"score":0.5365856289863586},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.535603940486908},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5014004707336426},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45332708954811096},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4366621673107147},{"id":"https://openalex.org/C197914299","wikidata":"https://www.wikidata.org/wiki/Q18650","display_name":"Semantic memory","level":3,"score":0.4256945252418518},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25850361585617065},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.060074687004089355},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis.2018.8691323","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":32,"referenced_works":["https://openalex.org/W1551842868","https://openalex.org/W1889268436","https://openalex.org/W2030408698","https://openalex.org/W2064675550","https://openalex.org/W2069143585","https://openalex.org/W2107598941","https://openalex.org/W2117130368","https://openalex.org/W2131774270","https://openalex.org/W2132679783","https://openalex.org/W2138627627","https://openalex.org/W2140636749","https://openalex.org/W2158139315","https://openalex.org/W2158899491","https://openalex.org/W2163362093","https://openalex.org/W2165935464","https://openalex.org/W2250417532","https://openalex.org/W2250521169","https://openalex.org/W2529550020","https://openalex.org/W2572908757","https://openalex.org/W2738031524","https://openalex.org/W2952230511","https://openalex.org/W2963428430","https://openalex.org/W2964217331","https://openalex.org/W2964349647","https://openalex.org/W6639364127","https://openalex.org/W6679781796","https://openalex.org/W6683557909","https://openalex.org/W6683738474","https://openalex.org/W6684310905","https://openalex.org/W6691429230","https://openalex.org/W6691723933","https://openalex.org/W6727807531"],"related_works":["https://openalex.org/W2250519088","https://openalex.org/W2964125981","https://openalex.org/W2605526599","https://openalex.org/W2796111924","https://openalex.org/W2806451243","https://openalex.org/W2806882588","https://openalex.org/W2806121831","https://openalex.org/W2807524541","https://openalex.org/W2937642512","https://openalex.org/W3183868705"],"abstract_inverted_index":{"Semantic":[0],"relatedness":[1,38,80],"between":[2],"context":[3],"information":[4,39],"of":[5,12,49,52,81,91],"two":[6],"different":[7],"entities,":[8],"which":[9,126],"are":[10,121],"one":[11],"the":[13,27,32,47,50,79,84,88,95,99,106,114,118],"most":[14],"easily":[15],"accessible":[16],"features,":[17],"have":[18],"been":[19],"shown":[20],"to":[21,93],"be":[22],"very":[23],"useful":[24],"for":[25,64,123],"detecting":[26],"semantic":[28,37,65,96],"relations":[29],"held":[30],"in":[31,46],"text":[33],"segments.":[34],"However,":[35],"these":[36],"is":[40],"often":[41],"ignored":[42],"by":[43],"some":[44,103],"researcher":[45],"study":[48],"problem":[51],"relation":[53,66,97,124],"extraction.":[54],"In":[55],"this":[56],"work,":[57],"we":[58],"propose":[59],"a":[60],"novel":[61],"neural":[62],"network":[63,73,76],"extraction":[67],"called":[68],"entity-dependent":[69],"long":[70],"short-term":[71],"memory":[72],"(ED-LSTM).":[74],"This":[75],"can":[77,127],"extract":[78],"entity":[82],"with":[83,133],"context,":[85],"and":[86,113],"select":[87],"relevant":[89],"parts":[90],"contexts":[92],"infer":[94],"towards":[98],"entity.":[100],"We":[101],"do":[102],"experiments":[104],"on":[105],"SemEval-2010":[107],"Task":[108],"8":[109],"dataset.":[110],"Extensive":[111],"experiment":[112],"results":[115],"demonstrate":[116],"that":[117],"proposed":[119],"methods":[120],"effective":[122],"extraction,":[125],"obtain":[128],"state-of-the-art":[129],"F1":[130],"result":[131],"just":[132],"minimal":[134],"feature":[135],"engineering.":[136]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
