{"id":"https://openalex.org/W2913603901","doi":"https://doi.org/10.1109/iisa.2018.8633668","title":"Neural Embeddings for Metaphor Detection in a Corpus of Greek Texts","display_name":"Neural Embeddings for Metaphor Detection in a Corpus of Greek Texts","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2913603901","doi":"https://doi.org/10.1109/iisa.2018.8633668","mag":"2913603901"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2018.8633668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5074277763","display_name":"Eirini Florou","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Eirini Florou","raw_affiliation_strings":["Department of Linguistics, National and Kapodistrian University of Athens"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044226148","display_name":"Konstantinos Perifanos","orcid":"https://orcid.org/0000-0002-8352-8294"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Perifanos","raw_affiliation_strings":["Department of Linguistics, National and Kapodistrian University of Athens"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024731370","display_name":"Dionysis Goutsos","orcid":"https://orcid.org/0000-0002-2204-9740"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dionysis Goutsos","raw_affiliation_strings":["Department of Linguistics, National and Kapodistrian University of Athens"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Linguistics, National and Kapodistrian University of Athens","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":0.8659,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77286967,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11148","display_name":"Language, Metaphor, and Cognition","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9800999760627747,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9739999771118164,"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/metaphor","display_name":"Metaphor","score":0.7747751474380493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6810364723205566},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6389054656028748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.559188723564148},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3946893513202667},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.11045914888381958}],"concepts":[{"id":"https://openalex.org/C2778311575","wikidata":"https://www.wikidata.org/wiki/Q18534","display_name":"Metaphor","level":2,"score":0.7747751474380493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6810364723205566},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6389054656028748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.559188723564148},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3946893513202667},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.11045914888381958}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2018.8633668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W19387893","https://openalex.org/W1558797106","https://openalex.org/W1570068362","https://openalex.org/W1597486507","https://openalex.org/W1880262756","https://openalex.org/W1969075342","https://openalex.org/W2024754409","https://openalex.org/W2052417512","https://openalex.org/W2115340919","https://openalex.org/W2143645432","https://openalex.org/W2153579005","https://openalex.org/W2250362019","https://openalex.org/W2250539671","https://openalex.org/W2250818086","https://openalex.org/W2251507929","https://openalex.org/W2251923173","https://openalex.org/W2329727501","https://openalex.org/W2882319491","https://openalex.org/W2950577311"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1593456883","https://openalex.org/W2369400006","https://openalex.org/W2380816171","https://openalex.org/W3143433749","https://openalex.org/W4376458480","https://openalex.org/W2107482851","https://openalex.org/W4390300014","https://openalex.org/W3204019825"],"abstract_inverted_index":{"One":[0],"of":[1,48,53,56,65,84,94,123,127,142,177,198,202],"the":[2,33,46,62,80,107,111,117,121,124,139,153,165,175,181,185,196],"major":[3],"challenges":[4],"that":[5,17],"NLP":[6],"faces":[7],"is":[8,32,68,149],"metaphor":[9],"detection,":[10],"especially":[11],"by":[12,51,88],"automatic":[13,34],"means,":[14],"a":[15],"task":[16],"becomes":[18],"even":[19],"more":[20],"difficult":[21],"for":[22,79,120,135,180],"languages":[23],"lacking":[24],"in":[25,41,91,110,129,147,164,206],"linguistic":[26,89,95,118,167,178],"resources":[27,179],"and":[28,38,70,77,82],"tools.":[29],"Our":[30],"purpose":[31,61],"differentiation":[35],"between":[36,193],"literal":[37,160],"metaphorical":[39,162],"meaning":[40],"authentic":[42],"non-annotated":[43],"phrases":[44,128],"from":[45],"Corpus":[47],"Greek":[49,182],"Texts":[50],"means":[52],"computational":[54],"methods":[55,78],"machine":[57],"learning.":[58],"For":[59],"this":[60,105],"theoretical":[63],"background":[64],"distributional":[66,100,125,140,204],"semantics":[67],"discussed":[69],"employed.":[71],"Distributional":[72],"Semantics":[73],"Theory":[74],"develops":[75],"concepts":[76],"quantification":[81],"classification":[83],"semantic":[85,191],"similarities":[86],"displayed":[87],"elements":[90],"large":[92],"amounts":[93],"data":[96],"according":[97],"to":[98,155,189],"their":[99,136,159,203],"properties.":[101],"In":[102],"accordance":[103],"with":[104,138,152,174],"model,":[106],"approach":[108],"followed":[109],"current":[112],"work":[113],"takes":[114,195],"into":[115],"account":[116],"context":[119],"computation":[122],"representation":[126],"geometrical":[130,207],"space,":[131],"as":[132,134,184],"well":[133],"comparison":[137,192,201],"representations":[141,205],"other":[143],"phrases,":[144],"whose":[145],"function":[146,163],"speech":[148],"already":[150],"\u201cknown\u201d":[151],"objective":[154],"reach":[156],"conclusions":[157],"about":[158],"or":[161],"specific":[166],"context.":[168],"This":[169],"procedure":[170],"aims":[171],"at":[172],"dealing":[173],"lack":[176],"language,":[183],"almost":[186],"impossible":[187],"up":[188],"now":[190],"\u201cphrases\u201d,":[194],"form":[197],"an":[199],"arithmetical":[200],"space.":[208]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}