{"id":"https://openalex.org/W2236623360","doi":null,"title":"Tracking temporal evolution in word meaning with distributed word representations","display_name":"Tracking temporal evolution in word meaning with distributed word representations","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2236623360","mag":"2236623360"},"language":"en","primary_location":{"id":"mag:2236623360","doi":null,"is_oa":false,"landing_page_url":"https://odr.chalmers.se/bitstream/20.500.12380/228927/1/228927.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5030590225","display_name":"Henrik Alburg","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Henrik Alburg","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5030590225"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T10028","display_name":"Topic Modeling","score":0.8755000233650208,"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":0.8755000233650208,"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/T12377","display_name":"Digital Humanities and Scholarship","score":0.019899999722838402,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.01590000092983246,"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/semantic-change","display_name":"semantic change","score":0.6660000085830688},{"id":"https://openalex.org/keywords/word-meaning","display_name":"word meaning","score":0.7059999704360962},{"id":"https://openalex.org/keywords/time-evolution","display_name":"time evolution","score":0.7300000190734863},{"id":"https://openalex.org/keywords/distributed-word-representations","display_name":"distributed word representations","score":0.8859999775886536},{"id":"https://openalex.org/keywords/word-embeddings","display_name":"word embeddings","score":0.6840000152587891},{"id":"https://openalex.org/keywords/semantic-drift","display_name":"semantic drift","score":0.531000018119812},{"id":"https://openalex.org/keywords/historical-texts","display_name":"historical texts","score":0.3440000116825104},{"id":"https://openalex.org/keywords/semantic-modeling","display_name":"semantic modeling","score":0.3889999985694885}],"concepts":[{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.7952018976211548},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7475365996360779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6098244190216064},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5897576808929443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5798463225364685},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.48742106556892395},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4693352282047272},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4295247197151184},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22283074259757996},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2236623360","doi":null,"is_oa":false,"landing_page_url":"https://odr.chalmers.se/bitstream/20.500.12380/228927/1/228927.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2307020448","https://openalex.org/W3183355178","https://openalex.org/W3022408116","https://openalex.org/W4392206437","https://openalex.org/W7028574129","https://openalex.org/W4252528495","https://openalex.org/W2799005405","https://openalex.org/W7146667495","https://openalex.org/W2099757732","https://openalex.org/W3100489130"],"abstract_inverted_index":{"Some":[0],"words":[1,74,81,90],"change":[2],"meaning":[3,63],"over":[4,64],"time":[5,38,77],"and":[6,47,79],"are":[7],"thus":[8],"used":[9],"differently":[10],"in":[11,28,44,61],"text.":[12],"The":[13,66],"purpose":[14],"of":[15,34,59,88],"this":[16],"thesis":[17],"is":[18,52],"to":[19,24,55,83,107],"create":[20],"a":[21,76,102],"model":[22,51,67,100],"able":[23,54],"find":[25,70],"these":[26,80],"changes":[27,60,98],"word":[29,62],"meaning,":[30],"by":[31],"studying":[32],"lots":[33],"data":[35],"from":[36],"different":[37],"periods.":[39],"Building":[40],"on":[41],"recent":[42],"advancements":[43],"machine":[45],"learning":[46],"semantic":[48],"modelling":[49],"the":[50,71,89,94,99],"successfully":[53],"find\nand":[56],"make":[57],"sense":[58],"time.":[65],"can":[68],"automatically":[69],"most":[72],"changed":[73,93],"during":[75],"span":[78],"tend":[82],"agree":[84],"with":[85],"our":[86],"perception":[87],"that":[91],"have":[92],"most.":[95],"When":[96],"measuring":[97],"achieves":[101],"0.6":[103],"correlation":[104],"when":[105],"compared":[106],"human":[108],"raters.":[109]},"counts_by_year":[],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2016-06-24T00:00:00"}