{"id":"https://openalex.org/W2977657324","doi":"https://doi.org/10.1007/978-3-030-32233-5_52","title":"Using Dependency Information to Enhance Attention Mechanism for Aspect-Based Sentiment Analysis","display_name":"Using Dependency Information to Enhance Attention Mechanism for Aspect-Based Sentiment Analysis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2977657324","doi":"https://doi.org/10.1007/978-3-030-32233-5_52","mag":"2977657324"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-32233-5_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32233-5_52","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5046880903","display_name":"Luwen Pu","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210096887","display_name":"HKUST Shenzhen Research Institute","ror":"https://ror.org/00sz56h79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I200769079","https://openalex.org/I20231570","https://openalex.org/I4210096887","https://openalex.org/I4210147811"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Luwen Pu","raw_affiliation_strings":["ADSPLAB/Intelligent Lab, School of ECE, Peking University, Shenzhen, China","IMSL Shenzhen Key Lab, PKU-HKUST Shenzhen Hong Kong Institute, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"ADSPLAB/Intelligent Lab, School of ECE, Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"IMSL Shenzhen Key Lab, PKU-HKUST Shenzhen Hong Kong Institute, Shenzhen, China","institution_ids":["https://openalex.org/I4210096887"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002795838","display_name":"Yuexian Zou","orcid":"https://orcid.org/0000-0001-9999-6140"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuexian Zou","raw_affiliation_strings":["ADSPLAB/Intelligent Lab, School of ECE, Peking University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"ADSPLAB/Intelligent Lab, School of ECE, Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100409994","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0002-7240-3541"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["Dongguan University of Technology, Dongguan, China"],"affiliations":[{"raw_affiliation_string":"Dongguan University of Technology, Dongguan, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110518840","display_name":"Shilei Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096887","display_name":"HKUST Shenzhen Research Institute","ror":"https://ror.org/00sz56h79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I200769079","https://openalex.org/I20231570","https://openalex.org/I4210096887","https://openalex.org/I4210147811"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilei Huang","raw_affiliation_strings":["IMSL Shenzhen Key Lab, PKU-HKUST Shenzhen Hong Kong Institute, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"IMSL Shenzhen Key Lab, PKU-HKUST Shenzhen Hong Kong Institute, Shenzhen, China","institution_ids":["https://openalex.org/I4210096887"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101046105","display_name":"Lin Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096887","display_name":"HKUST Shenzhen Research Institute","ror":"https://ror.org/00sz56h79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I200769079","https://openalex.org/I20231570","https://openalex.org/I4210096887","https://openalex.org/I4210147811"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Yao","raw_affiliation_strings":["IMSL Shenzhen Key Lab, PKU-HKUST Shenzhen Hong Kong Institute, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"IMSL Shenzhen Key Lab, PKU-HKUST Shenzhen Hong Kong Institute, Shenzhen, China","institution_ids":["https://openalex.org/I4210096887"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046880903"],"corresponding_institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210096887"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2759,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.58318332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"672","last_page":"684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10028","display_name":"Topic Modeling","score":0.9968000054359436,"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":0.995199978351593,"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":0.899642825126648},{"id":"https://openalex.org/keywords/dependency-grammar","display_name":"Dependency grammar","score":0.8457207679748535},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.8059452772140503},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.6686159372329712},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6038615703582764},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5828375220298767},{"id":"https://openalex.org/keywords/laptop","display_name":"Laptop","score":0.5720810890197754},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5703539848327637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5699729919433594},{"id":"https://openalex.org/keywords/dependency-graph","display_name":"Dependency graph","score":0.5438005924224854},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4626513421535492},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4501311182975769},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4424769878387451},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4128352701663971},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3595973551273346},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.31124818325042725}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.899642825126648},{"id":"https://openalex.org/C164883195","wikidata":"https://www.wikidata.org/wiki/Q674834","display_name":"Dependency grammar","level":3,"score":0.8457207679748535},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.8059452772140503},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.6686159372329712},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6038615703582764},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5828375220298767},{"id":"https://openalex.org/C2780008327","wikidata":"https://www.wikidata.org/wiki/Q3962","display_name":"Laptop","level":2,"score":0.5720810890197754},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5703539848327637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5699729919433594},{"id":"https://openalex.org/C16311509","wikidata":"https://www.wikidata.org/wiki/Q4148050","display_name":"Dependency graph","level":3,"score":0.5438005924224854},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4626513421535492},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4501311182975769},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4424769878387451},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4128352701663971},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3595973551273346},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31124818325042725},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-32233-5_52","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-32233-5_52","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-106164","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-106164","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-106164","is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=0302-9743&rft.volume=v. 11838&rft.issue=&rft.date=2019&rft.spage=672&rft.aulast=Pu&rft.aufirst=Luwen&rft.atitle=Using+Dependency+Information+to+Enhance+Attention+Mechanism+for+Aspect-Based+Sentiment+Analysis&rft.title=NATURAL+LANGUAGE+PROCESSING+AND+CHINESE+COMPUTING+%28NLPCC+2019%29%2C+PT+I","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1632114991","https://openalex.org/W2089173648","https://openalex.org/W2094061585","https://openalex.org/W2113125055","https://openalex.org/W2116410915","https://openalex.org/W2131090205","https://openalex.org/W2161914416","https://openalex.org/W2170436435","https://openalex.org/W2250539671","https://openalex.org/W2250861254","https://openalex.org/W2251124635","https://openalex.org/W2251648804","https://openalex.org/W2251792193","https://openalex.org/W2301095666","https://openalex.org/W2406891755","https://openalex.org/W2542898981","https://openalex.org/W2562607067","https://openalex.org/W2578446670","https://openalex.org/W2611726225","https://openalex.org/W2740567223","https://openalex.org/W2740899359","https://openalex.org/W2757541972","https://openalex.org/W2766176045","https://openalex.org/W2891300059","https://openalex.org/W2952136670","https://openalex.org/W2962808042","https://openalex.org/W2963168371","https://openalex.org/W2963428430","https://openalex.org/W2964098749","https://openalex.org/W2964164368","https://openalex.org/W3099233101","https://openalex.org/W3152231500","https://openalex.org/W4233906183"],"related_works":["https://openalex.org/W3013050996","https://openalex.org/W2050478393","https://openalex.org/W4385567471","https://openalex.org/W4213472049","https://openalex.org/W2151230801","https://openalex.org/W2179743027","https://openalex.org/W3096367574","https://openalex.org/W2115678331","https://openalex.org/W3211344469","https://openalex.org/W1992405191"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}
