{"id":"https://openalex.org/W2517053141","doi":"https://doi.org/10.18653/v1/p16-2081","title":"Semantics-Driven Recognition of Collocations Using Word Embeddings","display_name":"Semantics-Driven Recognition of Collocations Using Word Embeddings","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2517053141","doi":"https://doi.org/10.18653/v1/p16-2081","mag":"2517053141"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p16-2081","is_oa":true,"landing_page_url":"http://doi.org/10.18653/v1/p16-2081","pdf_url":"https://doi.org/10.18653/v1/p16-2081","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.18653/v1/p16-2081","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112244566","display_name":"Sara Rodr\u00edguez-Fern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Sara Rodr\u00edguez-Fern\u00e1ndez","raw_affiliation_strings":["Pompeu Fabra Univ"],"affiliations":[{"raw_affiliation_string":"Pompeu Fabra Univ","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002661723","display_name":"Luis Espinosa-Anke","orcid":"https://orcid.org/0000-0001-6830-9176"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Espinosa Anke","raw_affiliation_strings":["Pompeu Fabra Univ"],"affiliations":[{"raw_affiliation_string":"Pompeu Fabra Univ","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036427618","display_name":"Roberto Carlini","orcid":null},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Carlini","raw_affiliation_strings":["Pompeu Fabra Univ"],"affiliations":[{"raw_affiliation_string":"Pompeu Fabra Univ","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087323271","display_name":"Leo Wanner","orcid":"https://orcid.org/0000-0002-9446-3748"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Leo Wanner","raw_affiliation_strings":["Pompeu Fabra Univ"],"affiliations":[{"raw_affiliation_string":"Pompeu Fabra Univ","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112244566"],"corresponding_institution_ids":["https://openalex.org/I170486558"],"apc_list":null,"apc_paid":null,"fwci":3.5339,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93847336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9998999834060669,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9980000257492065,"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/T11587","display_name":"Second Language Acquisition and Learning","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7601771950721741},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.7301664352416992},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.6509859561920166},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6469635367393494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48800602555274963},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3371809422969818},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2738669216632843},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.26445257663726807}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7601771950721741},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.7301664352416992},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.6509859561920166},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6469635367393494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48800602555274963},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3371809422969818},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2738669216632843},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.26445257663726807},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/p16-2081","is_oa":true,"landing_page_url":"http://doi.org/10.18653/v1/p16-2081","pdf_url":"https://doi.org/10.18653/v1/p16-2081","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},{"id":"pmh:oai:recercat.cat:2072/316792","is_oa":true,"landing_page_url":"http://hdl.handle.net/10230/28022","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.18653/v1/p16-2081","is_oa":true,"landing_page_url":"http://doi.org/10.18653/v1/p16-2081","pdf_url":"https://doi.org/10.18653/v1/p16-2081","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2517053141.pdf","grobid_xml":"https://content.openalex.org/works/W2517053141.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W32429889","https://openalex.org/W272752870","https://openalex.org/W566493870","https://openalex.org/W584007149","https://openalex.org/W977180333","https://openalex.org/W1503259811","https://openalex.org/W1593045043","https://openalex.org/W1727227858","https://openalex.org/W1966954239","https://openalex.org/W2042746442","https://openalex.org/W2059517463","https://openalex.org/W2095444228","https://openalex.org/W2099083511","https://openalex.org/W2114867204","https://openalex.org/W2126725946","https://openalex.org/W2137115322","https://openalex.org/W2139373623","https://openalex.org/W2141599568","https://openalex.org/W2148737768","https://openalex.org/W2164019165","https://openalex.org/W2168565044","https://openalex.org/W2242805701","https://openalex.org/W2246442610","https://openalex.org/W2251786640","https://openalex.org/W2251904602","https://openalex.org/W2286527748","https://openalex.org/W2296653400","https://openalex.org/W2421151757","https://openalex.org/W2579524392","https://openalex.org/W2950577311"],"related_works":["https://openalex.org/W2360025963","https://openalex.org/W2360785147","https://openalex.org/W2789919619","https://openalex.org/W2293457016","https://openalex.org/W2353329674","https://openalex.org/W3169305685","https://openalex.org/W2380389143","https://openalex.org/W4385571594","https://openalex.org/W2082609543","https://openalex.org/W4385574276"],"abstract_inverted_index":{"L2":[0],"learners":[1],"often":[2],"produce":[3],"\u201cungrammatical\u201d":[4],"word":[5],"combinations":[6],"such":[7],"as,":[8],"e.g.,":[9],"*give":[10],"a":[11,15,38,50,58,81,96],"suggestion":[12],"or":[13],"*make":[14],"walk.":[16],"This":[17],"is":[18,86],"because":[19],"of":[20,23,25,34,57,99],"the":[21,32,54,60],"\u201ccollocationality\u201d":[22],"one":[24],"their":[26],"items":[27],"(the":[28],"base)":[29],"that":[30,47],"limits":[31],"acceptance":[33],"collocates":[35,76],"to":[36,89],"express":[37],"specific":[39],"meaning":[40,56],"(\u2018perform\u2019":[41],"above).":[42,67],"We":[43],"propose":[44],"an":[45],"algorithm":[46,69],"delivers,":[48],"for":[49],"given":[51],"base":[52],"and":[53,75,79],"intended":[55],"collocate,":[59],"actual":[61],"collocate":[62],"lexeme(s)":[63],"(make":[64],"/":[65],"take":[66],"The":[68,93],"exploits":[70],"the/nlinear":[71],"mapping":[72],"between":[73],"bases":[74],"from":[77],"examples":[78],"generates":[80],"collocation":[82,102],"transformation":[83],"matrix":[84],"which":[85],"then":[87],"applied":[88],"novel":[90],"unseen":[91],"cases.":[92],"evaluation":[94],"shows":[95],"promising":[97],"line":[98],"research":[100],"in":[101],"discovery.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}