{"id":"https://openalex.org/W2964299903","doi":"https://doi.org/10.18653/v1/w18-3006","title":"Quantum-Inspired Complex Word Embedding","display_name":"Quantum-Inspired Complex Word Embedding","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2964299903","doi":"https://doi.org/10.18653/v1/w18-3006","mag":"2964299903"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-3006","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-3006","pdf_url":"https://www.aclweb.org/anthology/W18-3006.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 Third Workshop on Representation Learning for NLP","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-3006.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026465666","display_name":"Qiuchi Li","orcid":"https://orcid.org/0000-0002-8219-0869"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["CN","GB","IT"],"is_corresponding":true,"raw_author_name":"Qiuchi Li","raw_affiliation_strings":["Beijing Institute of Technology Beijing, China","University of Padova Padova, Italy","The Open University Milton Keynes, UK"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"University of Padova Padova, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"The Open University Milton Keynes, UK","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010048488","display_name":"Sagar Uprety","orcid":"https://orcid.org/0000-0001-7858-6265"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["CN","GB","IT"],"is_corresponding":false,"raw_author_name":"Sagar Uprety","raw_affiliation_strings":["The Open University Milton Keynes, UK","University of Padova Padova, Italy","Beijing Institute of Technology Beijing, China"],"affiliations":[{"raw_affiliation_string":"The Open University Milton Keynes, UK","institution_ids":["https://openalex.org/I204136569"]},{"raw_affiliation_string":"University of Padova Padova, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"Beijing Institute of Technology Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057282504","display_name":"Benyou Wang","orcid":"https://orcid.org/0000-0002-1501-9914"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["CN","GB","IT"],"is_corresponding":false,"raw_author_name":"Benyou Wang","raw_affiliation_strings":["Beijing Institute of Technology Beijing, China","University of Padova Padova, Italy","The Open University Milton Keynes, UK"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"University of Padova Padova, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"The Open University Milton Keynes, UK","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050532724","display_name":"Dawei Song","orcid":"https://orcid.org/0000-0002-8660-3608"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]},{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN","GB","IT"],"is_corresponding":false,"raw_author_name":"Dawei Song","raw_affiliation_strings":["University of Padova Padova, Italy","Beijing Institute of Technology Beijing, China","The Open University Milton Keynes, UK"],"affiliations":[{"raw_affiliation_string":"University of Padova Padova, Italy","institution_ids":["https://openalex.org/I138689650"]},{"raw_affiliation_string":"Beijing Institute of Technology Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"The Open University Milton Keynes, UK","institution_ids":["https://openalex.org/I204136569"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026465666"],"corresponding_institution_ids":["https://openalex.org/I125839683","https://openalex.org/I138689650","https://openalex.org/I204136569"],"apc_list":null,"apc_paid":null,"fwci":2.3694,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.91572981,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"50","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9976000189781189,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.980400025844574,"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/word","display_name":"Word (group theory)","score":0.7665756940841675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6901535987854004},{"id":"https://openalex.org/keywords/polarity","display_name":"Polarity (international relations)","score":0.6501460671424866},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5986950993537903},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.5912572741508484},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5378275513648987},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46697092056274414},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4663630723953247},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2542383670806885}],"concepts":[{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.7665756940841675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6901535987854004},{"id":"https://openalex.org/C2777361361","wikidata":"https://www.wikidata.org/wiki/Q1112585","display_name":"Polarity (international relations)","level":3,"score":0.6501460671424866},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5986950993537903},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.5912572741508484},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5378275513648987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46697092056274414},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4663630723953247},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2542383670806885},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/w18-3006","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-3006","pdf_url":"https://www.aclweb.org/anthology/W18-3006.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 Third Workshop on Representation Learning for NLP","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-3006","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-3006","pdf_url":"https://www.aclweb.org/anthology/W18-3006.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 Third Workshop on Representation Learning for NLP","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G1094494501","display_name":"Quantum Information Access and Retrieval Theory","funder_award_id":"721321","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2689612763","display_name":null,"funder_award_id":"Marie","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4956428346","display_name":null,"funder_award_id":"Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5036817778","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innov","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8633428685","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innovat","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964299903.pdf","grobid_xml":"https://content.openalex.org/works/W2964299903.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W32507011","https://openalex.org/W1485275430","https://openalex.org/W1794039122","https://openalex.org/W1926201870","https://openalex.org/W1989440127","https://openalex.org/W2014902591","https://openalex.org/W2071225717","https://openalex.org/W2153579005","https://openalex.org/W2160416736","https://openalex.org/W2160660844","https://openalex.org/W2163455955","https://openalex.org/W2250539671","https://openalex.org/W2339896096","https://openalex.org/W2604863531","https://openalex.org/W2784311771","https://openalex.org/W2963804993","https://openalex.org/W2963918774","https://openalex.org/W4211080241","https://openalex.org/W4285719527","https://openalex.org/W4294170691"],"related_works":["https://openalex.org/W2400337198","https://openalex.org/W2354902965","https://openalex.org/W3156492509","https://openalex.org/W4253101056","https://openalex.org/W4297338612","https://openalex.org/W2294500472","https://openalex.org/W1971737504","https://openalex.org/W2391994898","https://openalex.org/W2765361972","https://openalex.org/W3179723530"],"abstract_inverted_index":{"A":[0],"challenging":[1],"task":[2],"for":[3],"word":[4,25,75],"embeddings":[5,26],"is":[6,92,96,154],"to":[7,31,44,71,77,98,119,122,150,165],"capture":[8,45],"the":[9,32,46,78,99,111,134,167,186],"emergent":[10],"meaning":[11,168],"or":[12,69],"polarity":[13,68,80],"of":[14,17,81,84,101,133,138,169,172],"a":[15,66,82,147,155,170],"combination":[16,83,171],"individual":[18],"words.":[19,173],"For":[20],"example,":[21],"existing":[22],"approaches":[23],"in":[24,51,106,141],"will":[27],"assign":[28],"high":[29],"probabilities":[30],"words":[33,85,90],"\"Penguin\"":[34],"and":[35,114,158],"\"Fly\"":[36],"if":[37],"they":[38,49],"frequently":[39],"co-occur,":[40],"but":[41],"it":[42,91],"fails":[43],"fact":[47],"that":[48,61],"occur":[50],"an":[52],"opposite":[53],"sense":[54],"-Penguins":[55],"do":[56,63],"not":[57,64],"fly.":[58],"We":[59,130],"hypothesize":[60],"humans":[62],"associate":[65],"single":[67],"sentiment":[70],"each":[72,117,151],"word.":[73],"The":[74,174],"contributes":[76],"overall":[79],"depending":[86,125],"upon":[87,126],"which":[88,104,153],"other":[89,118],"combined":[93],"with.":[94],"This":[95],"analogous":[97],"behavior":[100],"microscopic":[102],"particles":[103,140],"exist":[105],"all":[107],"possible":[108],"states":[109,124],"at":[110],"same":[112],"time":[113],"interfere":[115],"with":[116],"give":[120],"rise":[121],"new":[123],"their":[127],"relative":[128,148],"phases.":[129],"make":[131],"use":[132],"Hilbert":[135],"Space":[136],"representation":[137],"such":[139,161],"Quantum":[142],"Mechanics":[143],"where":[144],"we":[145],"subscribe":[146],"phase":[149],"word,":[152],"complex":[156],"number,":[157],"investigate":[159],"two":[160],"quantum":[162],"inspired":[163],"models":[164,176,184],"derive":[166],"proposed":[175],"1":[177],"achieve":[178],"better":[179],"performances":[180],"than":[181],"state-ofthe-art":[182],"non-quantum":[183],"on":[185],"binary":[187],"sentence":[188],"classification":[189],"task.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
