{"id":"https://openalex.org/W2913500980","doi":"https://doi.org/10.1109/bibm.2018.8621217","title":"Biomedical Event Trigger Detection Based on BiLSTM Integrating Attention Mechanism and Sentence Vector","display_name":"Biomedical Event Trigger Detection Based on BiLSTM Integrating Attention Mechanism and Sentence Vector","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2913500980","doi":"https://doi.org/10.1109/bibm.2018.8621217","mag":"2913500980"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5027800550","display_name":"Xinyu He","orcid":"https://orcid.org/0000-0002-0482-7430"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinyu He","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082868235","display_name":"Lishuang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lishuang Li","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102979582","display_name":"Jia Y. Wan","orcid":"https://orcid.org/0000-0002-2054-0106"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Wan","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022324718","display_name":"Dingxin Song","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dingxin Song","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008478540","display_name":"Jun Meng","orcid":"https://orcid.org/0000-0002-7357-8562"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Meng","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102831171","display_name":"Zhanjie Wang","orcid":"https://orcid.org/0000-0003-1880-2522"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanjie Wang","raw_affiliation_strings":["School of Computer Science and Technology, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027800550"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.8144,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.80549379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"15","issue":null,"first_page":"651","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9979000091552734,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8508431911468506},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.8327926397323608},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6845278739929199},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6338818073272705},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5959624648094177},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5938188433647156},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.5379142761230469},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4689604341983795},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4414597153663635},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4252014756202698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8508431911468506},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.8327926397323608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6845278739929199},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6338818073272705},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5959624648094177},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5938188433647156},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5379142761230469},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4689604341983795},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4414597153663635},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4252014756202698},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/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/bibm.2018.8621217","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621217","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W1606347560","https://openalex.org/W1988622308","https://openalex.org/W2020487656","https://openalex.org/W2095705004","https://openalex.org/W2098722636","https://openalex.org/W2131774270","https://openalex.org/W2146864948","https://openalex.org/W2251771443","https://openalex.org/W2469171125","https://openalex.org/W2528700057","https://openalex.org/W2771956762","https://openalex.org/W2963826794","https://openalex.org/W6600284362","https://openalex.org/W6636358008","https://openalex.org/W6674330103","https://openalex.org/W6679257740","https://openalex.org/W6728409312","https://openalex.org/W6738319687"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W2067317451","https://openalex.org/W2154771632","https://openalex.org/W4211085505","https://openalex.org/W148178222","https://openalex.org/W2375873920","https://openalex.org/W3122478268","https://openalex.org/W2084758217","https://openalex.org/W4297849468","https://openalex.org/W2797876554"],"abstract_inverted_index":{"As":[0],"the":[1,18,40,53,112,124,132,136],"crucial":[2],"and":[3,86,97],"prerequisite":[4],"step":[5],"in":[6,46,117],"biomedical":[7],"event":[8,126],"extraction,":[9],"trigger":[10,20,61],"detection":[11,21,62],"has":[12],"attracted":[13],"much":[14],"attention.":[15],"Most":[16],"of":[17],"existing":[19,41],"methods":[22,42,51],"either":[23],"rely":[24],"on":[25,65,123],"elaborately":[26],"designed":[27],"features":[28,31],"or":[29],"consider":[30],"only":[32],"within":[33],"a":[34,60,118],"window.":[35],"Another":[36],"challenge":[37],"is":[38],"that":[39,131],"treat":[43],"each":[44],"word":[45,92],"sentence":[47,99],"equally.":[48],"Also,":[49],"most":[50,113],"ignore":[52],"sentence-level":[54,103],"semantic":[55,85,115],"information.":[56],"Therefore,":[57],"we":[58,89,106],"propose":[59],"method":[63,134],"based":[64],"Bidirectional":[66],"Long":[67],"Short":[68],"Term":[69],"Memory":[70],"(BiLSTM)":[71],"neural":[72],"network,":[73],"which":[74],"can":[75],"skip":[76],"manual":[77],"complex":[78],"feature":[79],"extraction.":[80],"Furthermore,":[81],"to":[82,94,101,110],"obtain":[83],"more":[84],"syntactic":[87],"information,":[88],"train":[90],"dependency-based":[91],"embeddings":[93],"represent":[95],"words,":[96],"add":[98],"vector":[100],"enrich":[102],"features.":[104],"Finally,":[105],"integrate":[107],"attention":[108],"mechanism":[109],"capture":[111],"important":[114],"information":[116],"sentence.":[119],"The":[120],"experimental":[121],"results":[122],"multi-level":[125],"extraction":[127],"(MLEE)":[128],"corpus":[129],"show":[130],"proposed":[133],"outperforms":[135],"state-of-the-art":[137],"systems.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}