{"id":"https://openalex.org/W2940743083","doi":"https://doi.org/10.1109/access.2019.2909641","title":"Boosting Arabic Named-Entity Recognition With Multi-Attention Layer","display_name":"Boosting Arabic Named-Entity Recognition With Multi-Attention Layer","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2940743083","doi":"https://doi.org/10.1109/access.2019.2909641","mag":"2940743083"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2909641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08685084.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08685084.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054496227","display_name":"Mohammed N. A. Ali","orcid":"https://orcid.org/0000-0001-8375-864X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohammed Nadher Abdo Ali","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-8375-864X","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101892247","display_name":"Guanzheng Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanzheng Tan","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025944532","display_name":"Aamir Hussain","orcid":"https://orcid.org/0000-0003-0749-4501"},"institutions":[{"id":"https://openalex.org/I4210096473","display_name":"Muhammad Nawaz Shareef University of Agriculture","ror":"https://ror.org/00vmr6593","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210096473"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Aamir Hussain","raw_affiliation_strings":["Department of Computer Science, Muhammad Nawaz Shareef University of Agriculture Multan, Multan, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Muhammad Nawaz Shareef University of Agriculture Multan, Multan, Pakistan","institution_ids":["https://openalex.org/I4210096473"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5414,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.91729073,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"46575","last_page":"46582"},"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":0.9998999834060669,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9646000266075134,"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/boosting","display_name":"Boosting (machine learning)","score":0.851275622844696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7320571541786194},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.5936711430549622},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.5447803139686584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5083920359611511},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.45936980843544006},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.44494393467903137},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3761962652206421},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3598165512084961},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1139310896396637},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.10966208577156067},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09114649891853333},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.05769088864326477}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.851275622844696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320571541786194},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5936711430549622},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.5447803139686584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5083920359611511},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45936980843544006},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.44494393467903137},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3761962652206421},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3598165512084961},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1139310896396637},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.10966208577156067},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09114649891853333},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.05769088864326477},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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.2019.2909641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08685084.pdf","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:b91223ed00aa4a0fb81f985fc0efce2f","is_oa":true,"landing_page_url":"https://doaj.org/article/b91223ed00aa4a0fb81f985fc0efce2f","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 7, Pp 46575-46582 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2909641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08685084.pdf","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":0.6100000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G7050647769","display_name":null,"funder_award_id":"61403422","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2940743083.pdf","grobid_xml":"https://content.openalex.org/works/W2940743083.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W136407171","https://openalex.org/W340195604","https://openalex.org/W639346687","https://openalex.org/W1546771929","https://openalex.org/W1580467103","https://openalex.org/W1614298861","https://openalex.org/W1697700638","https://openalex.org/W1728883788","https://openalex.org/W1860935423","https://openalex.org/W1899794420","https://openalex.org/W1902237438","https://openalex.org/W1984708705","https://openalex.org/W1989420656","https://openalex.org/W2020278455","https://openalex.org/W2033599040","https://openalex.org/W2116489716","https://openalex.org/W2123671373","https://openalex.org/W2138780451","https://openalex.org/W2174372777","https://openalex.org/W2175108069","https://openalex.org/W2205981794","https://openalex.org/W2250598139","https://openalex.org/W2264105282","https://openalex.org/W2296283641","https://openalex.org/W2469314752","https://openalex.org/W2488984245","https://openalex.org/W2529562092","https://openalex.org/W2574163994","https://openalex.org/W2590462354","https://openalex.org/W2597655663","https://openalex.org/W2600659824","https://openalex.org/W2734608416","https://openalex.org/W2761525601","https://openalex.org/W2767784948","https://openalex.org/W2773312050","https://openalex.org/W2777949341","https://openalex.org/W2781526798","https://openalex.org/W2797817943","https://openalex.org/W2800965800","https://openalex.org/W2900788028","https://openalex.org/W2951559648","https://openalex.org/W2963140597","https://openalex.org/W2963625095","https://openalex.org/W2964026782","https://openalex.org/W4237530236","https://openalex.org/W4297748452","https://openalex.org/W6605607646","https://openalex.org/W6611541178","https://openalex.org/W6632360823","https://openalex.org/W6637707414","https://openalex.org/W6640598943","https://openalex.org/W6685417348","https://openalex.org/W6688249692","https://openalex.org/W6728315185","https://openalex.org/W6732291820"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W2147697413","https://openalex.org/W2154063878","https://openalex.org/W4231274751","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W1538046993","https://openalex.org/W2571255492"],"abstract_inverted_index":{"Sequence":[0],"labeling":[1,64],"models":[2,35],"with":[3,108],"recurrent":[4,16],"neural":[5],"network":[6],"variants,":[7],"such":[8],"as":[9],"long":[10],"short-term":[11],"memory":[12],"(LSTM)":[13],"and":[14,92],"gated":[15],"unit":[17,107],"(GRU),":[18],"show":[19],"promising":[20],"performance":[21],"on":[22,132],"several":[23],"natural":[24],"language":[25],"processing":[26],"(NLP)":[27],"problems,":[28],"including":[29],"named-entity":[30,79],"recognition":[31,80],"(NER).":[32],"Most":[33],"existing":[34],"utilize":[36],"word":[37],"embeddings":[38,91],"for":[39,76,159],"capturing":[40],"similarities":[41],"between":[42],"words.":[43,53],"However,":[44],"they":[45],"lag":[46],"when":[47],"handling":[48],"previously":[49],"unobserved":[50],"or":[51],"infrequent":[52],"Moreover,":[54],"the":[55,77,120,133,160],"attention":[56,98,152],"mechanism":[57,153],"has":[58],"been":[59],"used":[60,117],"to":[61,85,118,145],"improve":[62],"sequence":[63],"tasks.":[65],"In":[66,83],"this":[67],"paper,":[68],"we":[69,88],"propose":[70],"an":[71,96,105],"efficient":[72],"multi-attention":[73],"layer":[74,114],"system":[75,121],"Arabic":[78],"(ANER)":[81],"task.":[82],"addition":[84],"word-level":[86],"embeddings,":[87],"adopt":[89],"character-level":[90],"combine":[93],"them":[94],"via":[95],"embedding-level":[97],"mechanism.":[99],"The":[100,135],"output":[101],"is":[102,116,143],"fed":[103],"into":[104],"encoder":[106],"bidirectional-LSTM,":[109],"followed":[110],"by":[111],"another":[112],"self-attention":[113],"that":[115,140],"boost":[119],"performance.":[122],"Our":[123,148],"model":[124],"achieves":[125],"approximately":[126],"matched":[127],"F1":[128],"score":[129],"of":[130],"91%":[131],"\u201cANERCorpus.\u201d":[134],"overall":[136],"experimental":[137],"results":[138],"demonstrate":[139],"our":[141],"method":[142],"superior":[144],"other":[146],"systems.":[147],"approach":[149],"using":[150],"multi-layer":[151],"yields":[154],"a":[155],"new":[156],"state-of-the-art":[157],"result":[158],"ANER.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
