{"id":"https://openalex.org/W2251394145","doi":"https://doi.org/10.3115/v1/w15-1105","title":"Fusion of Compositional Network-based and Lexical Function Distributional Semantic Models","display_name":"Fusion of Compositional Network-based and Lexical Function Distributional Semantic Models","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2251394145","doi":"https://doi.org/10.3115/v1/w15-1105","mag":"2251394145"},"language":"en","primary_location":{"id":"doi:10.3115/v1/w15-1105","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w15-1105","pdf_url":"https://www.aclweb.org/anthology/W15-1105.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 6th Workshop on Cognitive Modeling and Computational Linguistics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W15-1105.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049614817","display_name":"Spiros Georgiladakis","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spiros Georgiladakis","raw_affiliation_strings":["School of ECE National Technical University of Athens Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE National Technical University of Athens Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108068056","display_name":"Elias Iosif","orcid":"https://orcid.org/0000-0002-4694-8556"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Elias Iosif","raw_affiliation_strings":["School of ECE National Technical University of Athens \"Athena\" Research Center Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE National Technical University of Athens \"Athena\" Research Center Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084949286","display_name":"Alexandros Potamianos","orcid":"https://orcid.org/0009-0007-1532-5288"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Potamianos","raw_affiliation_strings":["School of ECE National Technical University of Athens \"Athena\" Research Center Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE National Technical University of Athens \"Athena\" Research Center Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108068056"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":1.2943,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.86424172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"39","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9995999932289124,"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":0.9955999851226807,"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/principle-of-compositionality","display_name":"Principle of compositionality","score":0.8215808272361755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7338646054267883},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7287428379058838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6609299778938293},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.64503014087677},{"id":"https://openalex.org/keywords/psycholinguistics","display_name":"Psycholinguistics","score":0.6329696774482727},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5774872303009033},{"id":"https://openalex.org/keywords/distributional-semantics","display_name":"Distributional semantics","score":0.5287344455718994},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.48328831791877747},{"id":"https://openalex.org/keywords/semantic-network","display_name":"Semantic network","score":0.4329809844493866},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4275696873664856},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.38716253638267517},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.3258001506328583},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.14117497205734253},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10441750288009644},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09402373433113098}],"concepts":[{"id":"https://openalex.org/C121375916","wikidata":"https://www.wikidata.org/wiki/Q936559","display_name":"Principle of compositionality","level":2,"score":0.8215808272361755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7338646054267883},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7287428379058838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6609299778938293},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.64503014087677},{"id":"https://openalex.org/C89267518","wikidata":"https://www.wikidata.org/wiki/Q179488","display_name":"Psycholinguistics","level":3,"score":0.6329696774482727},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5774872303009033},{"id":"https://openalex.org/C2778828372","wikidata":"https://www.wikidata.org/wiki/Q5283209","display_name":"Distributional semantics","level":3,"score":0.5287344455718994},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.48328831791877747},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.4329809844493866},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4275696873664856},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.38716253638267517},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.3258001506328583},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.14117497205734253},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10441750288009644},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09402373433113098},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3115/v1/w15-1105","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w15-1105","pdf_url":"https://www.aclweb.org/anthology/W15-1105.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 6th Workshop on Cognitive Modeling and Computational Linguistics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.3115/v1/w15-1105","is_oa":true,"landing_page_url":"https://doi.org/10.3115/v1/w15-1105","pdf_url":"https://www.aclweb.org/anthology/W15-1105.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 6th Workshop on Cognitive Modeling and Computational Linguistics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321917","display_name":"General Secretariat for Research and Technology","ror":"https://ror.org/04yeh8h63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2251394145.pdf","grobid_xml":"https://content.openalex.org/works/W2251394145.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W59191841","https://openalex.org/W1480376833","https://openalex.org/W1608322251","https://openalex.org/W1614298861","https://openalex.org/W1662133657","https://openalex.org/W1756578404","https://openalex.org/W1889268436","https://openalex.org/W1984052055","https://openalex.org/W1992204783","https://openalex.org/W2034995091","https://openalex.org/W2061644206","https://openalex.org/W2066551267","https://openalex.org/W2115736534","https://openalex.org/W2116747026","https://openalex.org/W2125906479","https://openalex.org/W2128870637","https://openalex.org/W2135029798","https://openalex.org/W2137607259","https://openalex.org/W2163953154","https://openalex.org/W2165897980","https://openalex.org/W2200913422","https://openalex.org/W2250950871","https://openalex.org/W2250962466","https://openalex.org/W2251803266","https://openalex.org/W2251861449","https://openalex.org/W2295279924","https://openalex.org/W2882319491","https://openalex.org/W2998704965","https://openalex.org/W3099386342","https://openalex.org/W3105439152","https://openalex.org/W3143596294","https://openalex.org/W4285719527","https://openalex.org/W4298304654"],"related_works":["https://openalex.org/W1715304901","https://openalex.org/W2912764446","https://openalex.org/W2784926331","https://openalex.org/W84019336","https://openalex.org/W2170770969","https://openalex.org/W1847856012","https://openalex.org/W2572858686","https://openalex.org/W1583123819","https://openalex.org/W2260018915","https://openalex.org/W2897879535"],"abstract_inverted_index":{"Distributional":[0],"Semantic":[1],"Models":[2],"(DSMs)":[3],"have":[4],"been":[5],"successful":[6],"at":[7],"modeling":[8],"the":[9,63,79],"meaning":[10],"of":[11,66],"individual":[12],"words,":[13],"with":[14,78,92],"interest":[15],"recently":[16],"shifting":[17],"to":[18,50],"compositional":[19],"structures,":[20],"i.e.,":[21,37],"phrases":[22],"and":[23,28,76],"sentences.":[24],"Network-based":[25],"DSMs":[26,49],"represent":[27],"handle":[29],"semantics":[30],"via":[31],"operators":[32],"applied":[33],"on":[34,62],"word":[35],"neighborhoods,":[36],"semantic":[38],"graphs":[39],"containing":[40],"a":[41,90,93],"target's":[42],"most":[43],"similar":[44],"words.":[45],"We":[46,85],"extend":[47],"network-based":[48,91],"address":[51],"compositionality":[52],"using":[53],"an":[54],"activation":[55],"model":[56],"(motivated":[57],"by":[58,84,88],"psycholinguistics)":[59],"that":[60],"operates":[61],"fused":[64],"neighborhoods":[65],"variable":[67],"size":[68],"activation.":[69],"The":[70],"proposed":[71,83],"method":[72,82],"is":[73],"evaluated":[74],"against":[75],"combined":[77],"lexical":[80,94],"function":[81,95],"show":[86],"that,":[87],"fusing":[89],"model,":[96],"performance":[97],"gains":[98],"can":[99],"be":[100],"achieved.":[101]},"counts_by_year":[{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
