{"id":"https://openalex.org/W2989063751","doi":"https://doi.org/10.18653/v1/k19-1018","title":"Generating Timelines by Modeling Semantic Change","display_name":"Generating Timelines by Modeling Semantic Change","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2989063751","doi":"https://doi.org/10.18653/v1/k19-1018","mag":"2989063751"},"language":"en","primary_location":{"id":"doi:10.18653/v1/k19-1018","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k19-1018","pdf_url":"https://www.aclweb.org/anthology/K19-1018.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 23rd Conference on Computational Natural Language Learning (CoNLL)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/K19-1018.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110931115","display_name":"Guy Rosin","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Guy D. Rosin","raw_affiliation_strings":["Technion -Israel Institute of Technology, Haifa, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion -Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029708595","display_name":"Kira Radinsky","orcid":"https://orcid.org/0009-0007-7918-2204"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Kira Radinsky","raw_affiliation_strings":["Technion -Israel Institute of Technology, Haifa, Israel","eBay Research, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technion -Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]},{"raw_affiliation_string":"eBay Research, Israel","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":null,"apc_paid":null,"fwci":15.8396,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99054374,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"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":0.998199999332428,"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":0.998199999332428,"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":0.9872000217437744,"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/timeline","display_name":"Timeline","score":0.9499155282974243},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8181480169296265},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.7248733043670654},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6559707522392273},{"id":"https://openalex.org/keywords/semantic-change","display_name":"Semantic change","score":0.6453685164451599},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6326066851615906},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5721917748451233},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.548272430896759},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.487719863653183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46103882789611816},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4195232391357422},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.14091914892196655}],"concepts":[{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.9499155282974243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8181480169296265},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.7248733043670654},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6559707522392273},{"id":"https://openalex.org/C36391188","wikidata":"https://www.wikidata.org/wiki/Q1939117","display_name":"Semantic change","level":2,"score":0.6453685164451599},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6326066851615906},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5721917748451233},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.548272430896759},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.487719863653183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46103882789611816},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4195232391357422},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14091914892196655},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/k19-1018","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k19-1018","pdf_url":"https://www.aclweb.org/anthology/K19-1018.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 23rd Conference on Computational Natural Language Learning (CoNLL)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/k19-1018","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/k19-1018","pdf_url":"https://www.aclweb.org/anthology/K19-1018.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 23rd Conference on Computational Natural Language Learning (CoNLL)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2989063751.pdf","grobid_xml":"https://content.openalex.org/works/W2989063751.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W594069839","https://openalex.org/W1570098300","https://openalex.org/W1968532429","https://openalex.org/W1969767174","https://openalex.org/W2005580324","https://openalex.org/W2012354735","https://openalex.org/W2014772881","https://openalex.org/W2063804110","https://openalex.org/W2080404274","https://openalex.org/W2105443543","https://openalex.org/W2107550813","https://openalex.org/W2113283043","https://openalex.org/W2134375882","https://openalex.org/W2148763605","https://openalex.org/W2250775745","https://openalex.org/W2573889668","https://openalex.org/W2594165071","https://openalex.org/W2738734060","https://openalex.org/W2741040861","https://openalex.org/W2762722979","https://openalex.org/W2767231321","https://openalex.org/W2788036042","https://openalex.org/W2807650837","https://openalex.org/W2899214359","https://openalex.org/W2902796382","https://openalex.org/W2949704729","https://openalex.org/W2950863844","https://openalex.org/W2963760040","https://openalex.org/W2963780471","https://openalex.org/W2964231305","https://openalex.org/W3101767658","https://openalex.org/W3102383347","https://openalex.org/W4246334968","https://openalex.org/W4247571086","https://openalex.org/W4297792210"],"related_works":["https://openalex.org/W68538572","https://openalex.org/W3107474891","https://openalex.org/W2081647779","https://openalex.org/W1481149166","https://openalex.org/W2510759893","https://openalex.org/W2621324402","https://openalex.org/W4289886355","https://openalex.org/W2950663335","https://openalex.org/W3115659564","https://openalex.org/W152717974"],"abstract_inverted_index":{"Though":[0],"languages":[1],"can":[2,6,95],"evolve":[3],"slowly,":[4],"they":[5],"also":[7],"react":[8],"strongly":[9],"to":[10,25,56,77,87,110],"dramatic":[11],"world":[12],"events.":[13,84],"By":[14],"studying":[15],"the":[16,41,58,79],"connection":[17],"between":[18],"words":[19,53,82],"and":[20,32,73,83,102,115],"events,":[21,55],"it":[22],"is":[23],"possible":[24],"identify":[26],"which":[27],"events":[28],"change":[29,114],"our":[30,93],"vocabulary":[31],"in":[33],"what":[34],"way.":[35],"In":[36,85],"this":[37,112],"work,":[38],"we":[39,90,107],"tackle":[40],"task":[42],"of":[43,46,60,81],"creating":[44],"timelines-records":[45],"historical":[47],"'turning":[48],"points',":[49],"represented":[50],"by":[51,69],"either":[52],"or":[54],"understand":[57],"dynamics":[59],"a":[61],"target":[62],"word.":[63],"Our":[64,100],"approach":[65],"identifies":[66],"these":[67],"points":[68],"leveraging":[70],"both":[71],"static":[72],"time-varying":[74],"word":[75],"embeddings":[76],"measure":[78],"influence":[80],"addition":[86],"quantifying":[88],"changes,":[89],"show":[91,105],"how":[92],"technique":[94],"help":[96],"isolate":[97],"semantic":[98,113],"changes.":[99],"qualitative":[101],"quantitative":[103],"evaluations":[104],"that":[106],"are":[108],"able":[109],"capture":[111],"event":[116],"influence.":[117]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
