{"id":"https://openalex.org/W2898642169","doi":"https://doi.org/10.18653/v1/d18-1377","title":"IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis","display_name":"IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2898642169","doi":"https://doi.org/10.18653/v1/d18-1377","mag":"2898642169"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d18-1377","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-1377","pdf_url":"https://www.aclweb.org/anthology/D18-1377.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D18-1377.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007003459","display_name":"Navonil Majumder","orcid":"https://orcid.org/0000-0002-1449-617X"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Navonil Majumder","raw_affiliation_strings":["Centro de Investigacin en Computacin, Instituto Politcnico Nacional, Mexico","Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigacin en Computacin, Instituto Politcnico Nacional, Mexico","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033376109","display_name":"Soujanya Poria","orcid":"https://orcid.org/0000-0001-6924-7931"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["IN","SG"],"is_corresponding":false,"raw_author_name":"Soujanya Poria","raw_affiliation_strings":["Computer Science and Engineering, Indian Institute of Technology, Patna, India","School of Computer Science and Engineering, Nanyang Technological Univerisity, Singapore","\u03a6 Computer Science and Engineering, Indian Institute of Technology, Patna, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Indian Institute of Technology, Patna, India","institution_ids":["https://openalex.org/I132153292"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological Univerisity, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"\u03a6 Computer Science and Engineering, Indian Institute of Technology, Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049701126","display_name":"Alexander Gelbukh","orcid":"https://orcid.org/0000-0001-7845-9039"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alexander Gelbukh","raw_affiliation_strings":["Centro de Investigacin en Computacin, Instituto Politcnico Nacional, Mexico","Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico"],"affiliations":[{"raw_affiliation_string":"Centro de Investigacin en Computacin, Instituto Politcnico Nacional, Mexico","institution_ids":["https://openalex.org/I59361560"]},{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066369545","display_name":"Md Shad Akhtar","orcid":"https://orcid.org/0000-0002-2033-2382"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md. Shad Akhtar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100752356","display_name":"Erik Cambria","orcid":"https://orcid.org/0000-0002-3030-1280"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["IN","SG"],"is_corresponding":false,"raw_author_name":"Erik Cambria","raw_affiliation_strings":["Computer Science and Engineering, Indian Institute of Technology, Patna, India","School of Computer Science and Engineering, Nanyang Technological Univerisity, Singapore","\u03a6 Computer Science and Engineering, Indian Institute of Technology, Patna, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Indian Institute of Technology, Patna, India","institution_ids":["https://openalex.org/I132153292"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological Univerisity, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"\u03a6 Computer Science and Engineering, Indian Institute of Technology, Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085370631","display_name":"Asif Ekbal","orcid":"https://orcid.org/0000-0003-3612-8834"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Asif Ekbal","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007003459"],"corresponding_institution_ids":["https://openalex.org/I59361560"],"apc_list":null,"apc_paid":null,"fwci":12.5226,"has_fulltext":true,"cited_by_count":131,"citation_normalized_percentile":{"value":0.9880312,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3402","last_page":"3411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T12016","display_name":"Web Data Mining and Analysis","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.991100013256073,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.8869408369064331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8155806064605713},{"id":"https://openalex.org/keywords/laptop","display_name":"Laptop","score":0.7752606868743896},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5377590656280518},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.45707330107688904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4520159363746643},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.329683780670166},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3218840956687927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08644741773605347}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8869408369064331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8155806064605713},{"id":"https://openalex.org/C2780008327","wikidata":"https://www.wikidata.org/wiki/Q3962","display_name":"Laptop","level":2,"score":0.7752606868743896},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5377590656280518},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.45707330107688904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4520159363746643},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.329683780670166},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3218840956687927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08644741773605347},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/d18-1377","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-1377","pdf_url":"https://www.aclweb.org/anthology/D18-1377.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/d18-1377","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d18-1377","pdf_url":"https://www.aclweb.org/anthology/D18-1377.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2898642169.pdf","grobid_xml":"https://content.openalex.org/works/W2898642169.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1793121960","https://openalex.org/W1902237438","https://openalex.org/W1924770834","https://openalex.org/W2064675550","https://openalex.org/W2250539671","https://openalex.org/W2427312199","https://openalex.org/W2529550020","https://openalex.org/W2562607067","https://openalex.org/W2742947407","https://openalex.org/W2951008357","https://openalex.org/W2963168371","https://openalex.org/W2963240575","https://openalex.org/W2963428430","https://openalex.org/W2963494756","https://openalex.org/W2963936679","https://openalex.org/W2964121744","https://openalex.org/W2964164368","https://openalex.org/W3099233101"],"related_works":["https://openalex.org/W2045444909","https://openalex.org/W3153292769","https://openalex.org/W1516398359","https://openalex.org/W1901656956","https://openalex.org/W4239210160","https://openalex.org/W2941659365","https://openalex.org/W2376300433","https://openalex.org/W4242605858","https://openalex.org/W2132912433","https://openalex.org/W3165395117"],"abstract_inverted_index":{"Sentiment":[0,45],"analysis":[1,46],"has":[2],"immense":[3],"implications":[4],"in":[5,33,97],"modern":[6],"businesses":[7],"through":[8],"user-feedback":[9],"mining.":[10],"Large":[11],"product-based":[12],"enterprises":[13],"like":[14,41],"Samsung":[15],"and":[16,30,37,43],"Apple":[17],"make":[18],"crucial":[19],"business":[20],"decisions":[21],"based":[22],"on":[23,95],"the":[24,69,75,79,88,91],"large":[25],"quantity":[26],"of":[27,67,78,90],"user":[28,53],"reviews":[29],"suggestions":[31],"available":[32],"different":[34],"e-commerce":[35],"websites":[36],"social":[38],"media":[39],"platforms":[40],"Amazon":[42],"Facebook.":[44],"caters":[47],"to":[48],"these":[49],"needs":[50],"by":[51,93],"summarizing":[52],"sentiment":[54,76],"behind":[55],"a":[56,64],"particular":[57],"object.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"present":[63],"novel":[65],"approach":[66],"incorporating":[68],"neighboring":[70],"aspects":[71],"related":[72],"information":[73],"into":[74],"classification":[77],"target":[80],"aspect":[81],"using":[82],"memory":[83],"networks.":[84],"Our":[85],"method":[86],"outperforms":[87],"state":[89],"art":[92],"1.6%":[94],"average":[96],"two":[98],"distinct":[99],"domains.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":27},{"year":2019,"cited_by_count":26},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}