{"id":"https://openalex.org/W2899055307","doi":"https://doi.org/10.18653/v1/k18-1009","title":"Global Attention for Name Tagging","display_name":"Global Attention for Name Tagging","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2899055307","doi":"https://doi.org/10.18653/v1/k18-1009","mag":"2899055307"},"language":"en","primary_location":{"id":"doi:10.18653/v1/k18-1009","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k18-1009","pdf_url":"https://www.aclweb.org/anthology/K18-1009.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 22nd Conference on Computational Natural Language Learning","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/K18-1009.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103097182","display_name":"Boliang Zhang","orcid":"https://orcid.org/0009-0003-8767-340X"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Boliang Zhang","raw_affiliation_strings":["Computer Science Department Rensselaer Polytechnic Institute"],"affiliations":[{"raw_affiliation_string":"Computer Science Department Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076767045","display_name":"Spencer Whitehead","orcid":null},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Spencer Whitehead","raw_affiliation_strings":["Computer Science Department Rensselaer Polytechnic Institute"],"affiliations":[{"raw_affiliation_string":"Computer Science Department Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042819803","display_name":"Lifu Huang","orcid":"https://orcid.org/0000-0002-2743-7718"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lifu Huang","raw_affiliation_strings":["Computer Science Department Rensselaer Polytechnic Institute"],"affiliations":[{"raw_affiliation_string":"Computer Science Department Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075033889","display_name":"Heng Ji","orcid":"https://orcid.org/0000-0002-0464-7966"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Heng Ji","raw_affiliation_strings":["Computer Science Department Rensselaer Polytechnic Institute"],"affiliations":[{"raw_affiliation_string":"Computer Science Department Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103097182"],"corresponding_institution_ids":["https://openalex.org/I165799507"],"apc_list":null,"apc_paid":null,"fwci":2.2001,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90795823,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.98580002784729,"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":0.9011722207069397},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.702637255191803},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6718878149986267},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6233096718788147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5713513493537903},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5153324007987976},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.5020730495452881},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37394148111343384},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1344936490058899}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9011722207069397},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.702637255191803},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6718878149986267},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6233096718788147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5713513493537903},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5153324007987976},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.5020730495452881},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37394148111343384},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1344936490058899},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/k18-1009","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k18-1009","pdf_url":"https://www.aclweb.org/anthology/K18-1009.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 22nd Conference on Computational Natural Language Learning","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/k18-1009","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k18-1009","pdf_url":"https://www.aclweb.org/anthology/K18-1009.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 22nd Conference on Computational Natural Language Learning","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3427823788","display_name":"CAREER:  Cross-Document Cross-Lingual Event Extraction and Tracking","funder_award_id":"1523198","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3429874898","display_name":null,"funder_award_id":"LORELEI","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G4194569098","display_name":null,"funder_award_id":"FA8650-17-C-7715","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G4713059963","display_name":null,"funder_award_id":"FA8750","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G4818418728","display_name":null,"funder_award_id":"FA8750-18-2-0014","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G523448137","display_name":null,"funder_award_id":"W911NF-09-2-0053","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G7561134949","display_name":null,"funder_award_id":"W911NF-09-2-0053","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7584587656","display_name":null,"funder_award_id":"15231","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8092615179","display_name":null,"funder_award_id":"HR0011-15-C-0115","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2899055307.pdf","grobid_xml":"https://content.openalex.org/works/W2899055307.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W14030242","https://openalex.org/W114517082","https://openalex.org/W1500614872","https://openalex.org/W1832693441","https://openalex.org/W1880262756","https://openalex.org/W1940872118","https://openalex.org/W2005708641","https://openalex.org/W2052762201","https://openalex.org/W2098844768","https://openalex.org/W2101210369","https://openalex.org/W2108743083","https://openalex.org/W2121455532","https://openalex.org/W2133564696","https://openalex.org/W2144578941","https://openalex.org/W2157106624","https://openalex.org/W2165516035","https://openalex.org/W2165962657","https://openalex.org/W2251559320","https://openalex.org/W2252016937","https://openalex.org/W2296283641","https://openalex.org/W2310425190","https://openalex.org/W2463000881","https://openalex.org/W2512522169","https://openalex.org/W2514651853","https://openalex.org/W2586597293","https://openalex.org/W2604986524","https://openalex.org/W2610748790","https://openalex.org/W2611669587","https://openalex.org/W2738180183","https://openalex.org/W2756381707","https://openalex.org/W2766712968","https://openalex.org/W2773052985","https://openalex.org/W2774146118","https://openalex.org/W2775287156","https://openalex.org/W2950938254","https://openalex.org/W2951714314","https://openalex.org/W2952087486","https://openalex.org/W2962739339","https://openalex.org/W2962902328","https://openalex.org/W2963208801","https://openalex.org/W2963563735","https://openalex.org/W2963672540","https://openalex.org/W2964206023","https://openalex.org/W2964308564","https://openalex.org/W2964333805","https://openalex.org/W4231510805","https://openalex.org/W4234117503"],"related_works":["https://openalex.org/W2062356846","https://openalex.org/W4230546937","https://openalex.org/W1485630101","https://openalex.org/W1531024883","https://openalex.org/W2498017833","https://openalex.org/W2070338563","https://openalex.org/W112744582","https://openalex.org/W2349125667","https://openalex.org/W3024381485","https://openalex.org/W4295267149"],"abstract_inverted_index":{"Many":[0],"name":[1,28],"tagging":[2,29],"approaches":[3],"use":[4],"local":[5,15,73],"contextual":[6,36,70,74,84],"information":[7,71,75],"with":[8],"much":[9],"success,":[10],"but":[11],"fail":[12],"when":[13],"the":[14,46,91,102,117],"context":[16,41,51],"is":[17],"ambiguous":[18],"or":[19],"limited.":[20],"We":[21,38,59],"present":[22],"a":[23,61],"new":[24],"framework":[25],"to":[26,65],"improve":[27],"by":[30],"utilizing":[31],"local,":[32],"documentlevel,":[33],"and":[34,49,68,86,114,119],"corpus-level":[35,50,69],"information.":[37,95],"retrieve":[39],"document-level":[40,127],"from":[42,52],"other":[43,55],"sentences":[44,53],"within":[45],"same":[47],"document":[48],"in":[54],"topically":[56],"related":[57],"documents.":[58],"propose":[60],"model":[62],"that":[63],"learns":[64],"incorporate":[66],"documentlevel":[67],"alongside":[72],"via":[76],"global":[77],"attentions,":[78],"which":[79,89,107],"dynamically":[80],"weight":[81],"their":[82],"respective":[83],"information,":[85],"gating":[87],"mechanisms,":[88],"determine":[90],"influence":[92],"of":[93,104],"this":[94],"Extensive":[96],"experiments":[97],"on":[98,116],"benchmark":[99],"datasets":[100],"show":[101],"effectiveness":[103],"our":[105],"approach,":[106],"achieves":[108],"state-of-the-art":[109],"results":[110],"for":[111],"Dutch,":[112],"German,":[113],"Spanish":[115],"CoNLL-2002":[118],"CoNLL-2003":[120],"datasets.":[121],"1":[122],".":[123],"*":[124],"D-lvl":[125],"sentences:":[126],"supporting":[128],"sentences.":[129]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
