{"id":"https://openalex.org/W3162978535","doi":"https://doi.org/10.1109/icassp39728.2021.9414304","title":"Improving NER in Social Media via Entity Type-Compatible Unknown Word Substitution","display_name":"Improving NER in Social Media via Entity Type-Compatible Unknown Word Substitution","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3162978535","doi":"https://doi.org/10.1109/icassp39728.2021.9414304","mag":"3162978535"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9414304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5112746575","display_name":"Jian Xie","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jian Xie","raw_affiliation_strings":["Zhejiang University City College,Department of Computer Science,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University City College,Department of Computer Science,Hangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324056","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-3850-5429"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Zhejiang University City College,Department of Computer Science,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University City College,Department of Computer Science,Hangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070657531","display_name":"Lin Sun","orcid":"https://orcid.org/0000-0003-2923-3281"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin Sun","raw_affiliation_strings":["Zhejiang University City College,Department of Computer Science,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University City College,Department of Computer Science,Hangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058159438","display_name":"Yindu Su","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yindu Su","raw_affiliation_strings":["Zhejiang University,College of Computer Science and Technology,Hangzhou,China","College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University,College of Computer Science and Technology,Hangzhou,China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101200365","display_name":"Chenxiang Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chenxiang Xu","raw_affiliation_strings":["Zhejiang University City College,Department of Computer Science,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University City College,Department of Computer Science,Hangzhou,China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112746575"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2719,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61472407,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"7693","last_page":"7697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T11719","display_name":"Data Quality and Management","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.994700014591217,"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":0.821046769618988},{"id":"https://openalex.org/keywords/substitution","display_name":"Substitution (logic)","score":0.6654154062271118},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6506545543670654},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6488721370697021},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6064822673797607},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5782918930053711},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5645667314529419},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5627996325492859},{"id":"https://openalex.org/keywords/named-entity-recognition","display_name":"Named-entity recognition","score":0.5171443819999695},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5134590268135071},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4966643452644348},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4147060215473175},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11519059538841248},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08862936496734619},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08390814065933228}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.821046769618988},{"id":"https://openalex.org/C2778220771","wikidata":"https://www.wikidata.org/wiki/Q1522579","display_name":"Substitution (logic)","level":2,"score":0.6654154062271118},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6506545543670654},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6488721370697021},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6064822673797607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5782918930053711},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5645667314529419},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5627996325492859},{"id":"https://openalex.org/C2779135771","wikidata":"https://www.wikidata.org/wiki/Q403574","display_name":"Named-entity recognition","level":3,"score":0.5171443819999695},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5134590268135071},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4966643452644348},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4147060215473175},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11519059538841248},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08862936496734619},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08390814065933228},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp39728.2021.9414304","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9414304","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1940872118","https://openalex.org/W2096733369","https://openalex.org/W2096765155","https://openalex.org/W2144578941","https://openalex.org/W2153848201","https://openalex.org/W2187089797","https://openalex.org/W2250539671","https://openalex.org/W2250729567","https://openalex.org/W2250759104","https://openalex.org/W2250863007","https://openalex.org/W2250999864","https://openalex.org/W2251572045","https://openalex.org/W2402454488","https://openalex.org/W2588986918","https://openalex.org/W2604164144","https://openalex.org/W2614548997","https://openalex.org/W2756894272","https://openalex.org/W2757016069","https://openalex.org/W2757931374","https://openalex.org/W2757947833","https://openalex.org/W2759245808","https://openalex.org/W2760505947","https://openalex.org/W2805097512","https://openalex.org/W2880875857","https://openalex.org/W2896457183","https://openalex.org/W2904604987","https://openalex.org/W2962772361","https://openalex.org/W2963341956","https://openalex.org/W2964121744","https://openalex.org/W2964250510","https://openalex.org/W3099206234","https://openalex.org/W3100276395","https://openalex.org/W4294367149","https://openalex.org/W6631190155","https://openalex.org/W6640362995","https://openalex.org/W6682707525","https://openalex.org/W6713239141","https://openalex.org/W6733330154","https://openalex.org/W6744388617","https://openalex.org/W6744639116","https://openalex.org/W6747248625","https://openalex.org/W6752788575","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W4381094582","https://openalex.org/W1978893398","https://openalex.org/W1977906818","https://openalex.org/W2201908702","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1522139108","https://openalex.org/W2353528968","https://openalex.org/W2032776242"],"abstract_inverted_index":{"Named":[0],"entity":[1,71],"recognition":[2],"(NER)":[3],"is":[4],"a":[5,62],"fundamental":[6],"task":[7],"for":[8],"information":[9],"extraction":[10],"(IE),":[11],"and":[12,21,90,109,120],"current":[13],"state-of-the-art":[14,103],"methods":[15],"try":[16],"to":[17,43,116],"address":[18],"this":[19],"issue":[20],"achieve":[22],"high":[23],"performance":[24,104],"on":[25,68,105],"clean":[26],"text":[27],"(e.g.,":[28],"newswire":[29],"genres).":[30],"However,":[31],"most":[32],"of":[33],"these":[34],"algorithms":[35],"do":[36],"not":[37],"generalize":[38],"well":[39],"when":[40],"they":[41],"transit":[42],"the":[44,53,81,99,106,110],"noisy":[45,54],"domain":[46],"such":[47],"as":[48],"social":[49,57],"media.":[50],"To":[51],"alleviate":[52],"expression":[55],"in":[56],"media":[58],"data,":[59],"we":[60],"present":[61],"novel":[63,111],"word":[64],"substitution":[65],"strategy":[66,112],"based":[67],"constructing":[69],"an":[70],"type-compatible":[72],"(ETC)":[73],"semantic":[74],"space.":[75],"We":[76],"substitute":[77],"unknown":[78],"words":[79,83],"with":[80],"ETC":[82],"found":[84],"by":[85],"deep":[86],"metric":[87],"learning":[88],"(DML)":[89],"nearest":[91],"neighbor":[92],"(NN)":[93],"search.":[94],"Comprehensive":[95],"experiments":[96],"show":[97],"that":[98],"proposed":[100],"framework":[101],"achieves":[102],"W-NUT2017":[107],"dataset":[108],"brings":[113],"good":[114],"generality":[115],"multiple":[117],"NER":[118],"tools":[119],"previous":[121],"works.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
