{"id":"https://openalex.org/W4389708087","doi":"https://doi.org/10.48550/arxiv.2312.06002","title":"Large Language Models on Lexical Semantic Change Detection: An Evaluation","display_name":"Large Language Models on Lexical Semantic Change Detection: An Evaluation","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4389708087","doi":"https://doi.org/10.48550/arxiv.2312.06002"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2312.06002","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.06002","pdf_url":"https://arxiv.org/pdf/2312.06002","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2312.06002","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100730180","display_name":"Ruiyu Wang","orcid":"https://orcid.org/0000-0002-0242-1488"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Ruiyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034311456","display_name":"Matthew Choi","orcid":"https://orcid.org/0000-0002-7849-1861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Choi, Matthew","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9399999976158142,"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"}},"topics":[{"id":"https://openalex.org/T12090","display_name":"Language and cultural evolution","score":0.9399999976158142,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9204000234603882,"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/scarcity","display_name":"Scarcity","score":0.6182682514190674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5558649301528931},{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.5478007197380066},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4604616165161133},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.4198184609413147},{"id":"https://openalex.org/keywords/semantic-change","display_name":"Semantic change","score":0.4103237986564636},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3435589075088501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3026333749294281},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.16176626086235046},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07216334342956543}],"concepts":[{"id":"https://openalex.org/C109747225","wikidata":"https://www.wikidata.org/wiki/Q815758","display_name":"Scarcity","level":2,"score":0.6182682514190674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5558649301528931},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.5478007197380066},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4604616165161133},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.4198184609413147},{"id":"https://openalex.org/C36391188","wikidata":"https://www.wikidata.org/wiki/Q1939117","display_name":"Semantic change","level":2,"score":0.4103237986564636},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3435589075088501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3026333749294281},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.16176626086235046},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07216334342956543},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2312.06002","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.06002","pdf_url":"https://arxiv.org/pdf/2312.06002","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2312.06002","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2312.06002","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2312.06002","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.06002","pdf_url":"https://arxiv.org/pdf/2312.06002","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389708087.pdf","grobid_xml":"https://content.openalex.org/works/W4389708087.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2359053655","https://openalex.org/W2387777532","https://openalex.org/W2382709029","https://openalex.org/W2389147080","https://openalex.org/W2377883125","https://openalex.org/W2362479786","https://openalex.org/W2392455911","https://openalex.org/W2374248756","https://openalex.org/W2375492428","https://openalex.org/W2350419982"],"abstract_inverted_index":{"Lexical":[0,78],"Semantic":[1,79],"Change":[2,80],"Detection":[3],"stands":[4],"out":[5],"as":[6],"one":[7],"of":[8,40,53,77,97,104],"the":[9,37,75,102],"few":[10],"areas":[11],"where":[12],"Large":[13],"Language":[14],"Models":[15],"(LLMs)":[16],"have":[17],"not":[18],"been":[19],"extensively":[20],"involved.":[21],"Traditional":[22],"methods":[23],"like":[24],"PPMI,":[25],"and":[26,88],"SGNS":[27],"remain":[28],"prevalent":[29],"in":[30,58,106],"research,":[31],"alongside":[32],"newer":[33],"BERT-based":[34],"approaches.":[35],"Despite":[36],"comprehensive":[38,90],"coverage":[39],"various":[41],"natural":[42],"language":[43,98],"processing":[44],"domains":[45],"by":[46,71],"LLMs,":[47],"there":[48],"is":[49],"a":[50,89],"notable":[51],"scarcity":[52],"literature":[54],"concerning":[55],"their":[56],"application":[57],"this":[59,63,69,107],"specific":[60],"realm.":[61],"In":[62],"work,":[64],"we":[65],"seek":[66],"to":[67,101],"bridge":[68],"gap":[70],"introducing":[72],"LLMs":[73,105],"into":[74],"domain":[76],"Detection.":[81],"Our":[82],"work":[83],"presents":[84],"novel":[85],"prompting":[86],"solutions":[87],"evaluation":[91],"that":[92],"spans":[93],"all":[94],"three":[95],"generations":[96],"models,":[99],"contributing":[100],"exploration":[103],"research":[108],"area.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}