{"id":"https://openalex.org/W3113860150","doi":"https://doi.org/10.18653/v1/2020.semeval-1.27","title":"TemporalTeller at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection with Temporal Referencing","display_name":"TemporalTeller at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection with Temporal Referencing","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3113860150","doi":"https://doi.org/10.18653/v1/2020.semeval-1.27","mag":"3113860150"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2020.semeval-1.27","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.semeval-1.27","pdf_url":"https://aclanthology.org/2020.semeval-1.27.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 Fourteenth Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2020.semeval-1.27.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014949161","display_name":"Jinan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jinan Zhou","raw_affiliation_strings":["Department of Computer Science and Engineering The Chinese University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119011914","display_name":"Jiaxin Li","orcid":"https://orcid.org/0000-0002-8594-0506"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiaxin Li","raw_affiliation_strings":["Department of Computer Science and Engineering The Chinese University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":0.92,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.79480864,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"222","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12380","display_name":"Authorship Attribution and Profiling","score":0.9868999719619751,"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/T12380","display_name":"Authorship Attribution and Profiling","score":0.9868999719619751,"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/T12090","display_name":"Language and cultural evolution","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/3316","display_name":"Cultural Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9865999817848206,"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/semeval","display_name":"SemEval","score":0.8691030740737915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8527262210845947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7239928245544434},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6319131255149841},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6258705258369446},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5766923427581787},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5535594820976257},{"id":"https://openalex.org/keywords/semantic-change","display_name":"Semantic change","score":0.5222899913787842}],"concepts":[{"id":"https://openalex.org/C44572571","wikidata":"https://www.wikidata.org/wiki/Q7448970","display_name":"SemEval","level":3,"score":0.8691030740737915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8527262210845947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7239928245544434},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6319131255149841},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6258705258369446},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5766923427581787},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5535594820976257},{"id":"https://openalex.org/C36391188","wikidata":"https://www.wikidata.org/wiki/Q1939117","display_name":"Semantic change","level":2,"score":0.5222899913787842},{"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":1,"locations":[{"id":"doi:10.18653/v1/2020.semeval-1.27","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.semeval-1.27","pdf_url":"https://aclanthology.org/2020.semeval-1.27.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 Fourteenth Workshop on Semantic Evaluation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2020.semeval-1.27","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2020.semeval-1.27","pdf_url":"https://aclanthology.org/2020.semeval-1.27.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 Fourteenth Workshop on Semantic Evaluation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3113860150.pdf","grobid_xml":"https://content.openalex.org/works/W3113860150.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W250892164","https://openalex.org/W1614298861","https://openalex.org/W1615991656","https://openalex.org/W2057069782","https://openalex.org/W2080404274","https://openalex.org/W2102343050","https://openalex.org/W2143017621","https://openalex.org/W2153579005","https://openalex.org/W2251771443","https://openalex.org/W2574022872","https://openalex.org/W2757106032","https://openalex.org/W2785280608","https://openalex.org/W2804830075","https://openalex.org/W2896457183","https://openalex.org/W2948599618","https://openalex.org/W2950577311","https://openalex.org/W2952276524","https://openalex.org/W2953320089","https://openalex.org/W2962874959","https://openalex.org/W2963099212","https://openalex.org/W2963341956","https://openalex.org/W2963780471","https://openalex.org/W2980282514","https://openalex.org/W3115228514","https://openalex.org/W4294170691"],"related_works":["https://openalex.org/W1988325893","https://openalex.org/W2751613946","https://openalex.org/W4287887314","https://openalex.org/W2803726945","https://openalex.org/W4291593823","https://openalex.org/W2805641541","https://openalex.org/W4385572443","https://openalex.org/W2955722679","https://openalex.org/W2963463993","https://openalex.org/W2471749924"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"our":[3,53],"TemporalTeller":[4],"system":[5],"for":[6,20],"SemEval":[7],"Task":[8],"1:":[9],"Unsupervised":[10],"Lexical":[11],"Semantic":[12],"Change":[13],"Detection":[14],"We":[15,38],"develop":[16],"a":[17,57],"unified":[18],"framework":[19],"the":[21,77],"common":[22],"semantic":[23],"change":[24],"detection":[25],"pipelines":[26],"including":[27],"preprocessing,":[28],"learning":[29],"word":[30],"embeddings,":[31],"calculating":[32],"vector":[33],"distances":[34],"and":[35,48,65,84],"determining":[36],"threshold.":[37],"also":[39],"propose":[40],"Gamma":[41],"Quantile":[42],"Threshold":[43],"to":[44],"distinguish":[45],"between":[46],"changed":[47],"stable":[49],"words.":[50],"Based":[51],"on":[52],"system,":[54],"we":[55],"conduct":[56],"comprehensive":[58],"comparison":[59],"among":[60],"BERT,":[61],"Skip-gram,":[62],"Temporal":[63,74],"Referencing":[64,75],"alignment-based":[66],"methods.":[67],"Evaluation":[68],"results":[69],"show":[70],"that":[71],"Skip-gram":[72],"with":[73],"achieves":[76],"best":[78],"performance":[79],"of":[80],"66.5%":[81],"classification":[82],"accuracy":[83],"51.8%":[85],"Spearman's":[86],"Ranking":[87],"Correlation.":[88]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}