{"id":"https://openalex.org/W2742143608","doi":"https://doi.org/10.24963/ijcai.2017/677","title":"Lexicons on Demand: Neural Word Embeddings for Large-Scale Text Analysis","display_name":"Lexicons on Demand: Neural Word Embeddings for Large-Scale Text Analysis","publication_year":2017,"publication_date":"2017-07-28","ids":{"openalex":"https://openalex.org/W2742143608","doi":"https://doi.org/10.24963/ijcai.2017/677","mag":"2742143608"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2017/677","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/677","pdf_url":"https://www.ijcai.org/proceedings/2017/0677.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2017/0677.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089313267","display_name":"Ethan Fast","orcid":"https://orcid.org/0009-0006-9093-1299"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ethan Fast","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687676","display_name":"Binbin Chen","orcid":"https://orcid.org/0000-0003-2973-2718"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Binbin Chen","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076189854","display_name":"Michael S. Bernstein","orcid":"https://orcid.org/0000-0001-8020-9434"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael S. Bernstein","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5089313267"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.8287,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.80514397,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4836","last_page":"4840"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10181","display_name":"Natural Language Processing Techniques","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.7197588682174683},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6889985799789429},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6443468332290649},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6287955045700073},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5971323847770691},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5567029714584351},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.5285638570785522},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4751146733760834},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.45478689670562744},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.434757262468338},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41049087047576904},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.204409658908844},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07796701788902283}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7197588682174683},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6889985799789429},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6443468332290649},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6287955045700073},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5971323847770691},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5567029714584351},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.5285638570785522},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4751146733760834},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.45478689670562744},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.434757262468338},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41049087047576904},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.204409658908844},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07796701788902283},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2017/677","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/677","pdf_url":"https://www.ijcai.org/proceedings/2017/0677.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2017/677","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2017/677","pdf_url":"https://www.ijcai.org/proceedings/2017/0677.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2742143608.pdf","grobid_xml":"https://content.openalex.org/works/W2742143608.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W38739846","https://openalex.org/W1968380849","https://openalex.org/W2006044072","https://openalex.org/W2008803468","https://openalex.org/W2016089260","https://openalex.org/W2040467972","https://openalex.org/W2064230935","https://openalex.org/W2081580037","https://openalex.org/W2082291422","https://openalex.org/W2099813784","https://openalex.org/W2125943921","https://openalex.org/W2125990861","https://openalex.org/W2141599568","https://openalex.org/W2151543699","https://openalex.org/W2153579005","https://openalex.org/W2158794898","https://openalex.org/W2166706824","https://openalex.org/W2199803028","https://openalex.org/W2220198137","https://openalex.org/W2251939518","https://openalex.org/W2470543263","https://openalex.org/W2522133792","https://openalex.org/W2787893582","https://openalex.org/W2949957935","https://openalex.org/W2949998441","https://openalex.org/W2951278869","https://openalex.org/W2963437712","https://openalex.org/W2963790016","https://openalex.org/W3103319922","https://openalex.org/W3133994440","https://openalex.org/W3146306708","https://openalex.org/W4256441345","https://openalex.org/W4285719527","https://openalex.org/W4293355737","https://openalex.org/W4294170691","https://openalex.org/W4386506836"],"related_works":["https://openalex.org/W947140380","https://openalex.org/W4286432911","https://openalex.org/W4230884544","https://openalex.org/W4245453790","https://openalex.org/W3194985222","https://openalex.org/W3216571906","https://openalex.org/W4214830338","https://openalex.org/W2518587255","https://openalex.org/W4287599800","https://openalex.org/W4385432812"],"abstract_inverted_index":{"Human":[0],"language":[1],"is":[2],"colored":[3],"by":[4,61],"a":[5,18,26,39,63,74,82,99],"broad":[6],"range":[7],"of":[8,21,42,68,77],"topics,":[9],"but":[10],"existing":[11],"text":[12,105],"analysis":[13],"tools":[14],"only":[15],"focus":[16],"on":[17,36,70],"small":[19,40,75],"number":[20],"them.":[22],"We":[23,121],"present":[24],"Empath,":[25],"tool":[27],"that":[28,80,123],"can":[29],"generate":[30,50],"and":[31,47,59,118],"validate":[32],"new":[33,91],"lexical":[34],"categories":[35,110,128,135],"demand":[37],"from":[38],"set":[41,76],"seed":[43,78],"terms":[44],"(like":[45],"\"bleed\"":[46],"\"punch\"":[48],"to":[49,89],"the":[51,71,96],"category":[52,97],"violence).":[53],"Empath":[54,84,102],"draws":[55],"connotations":[56],"between":[57],"words":[58,69,79],"phrases":[60],"learning":[62],"neural":[64,87],"embedding":[65,88],"across":[66,106],"billions":[67],"web.":[72],"Given":[73],"characterize":[81],"category,":[83],"uses":[85],"its":[86],"discover":[90],"related":[92],"terms,":[93],"then":[94],"validates":[95],"with":[98,133],"crowd-powered":[100],"filter.":[101],"also":[103],"analyzes":[104],"200":[107],"built-in,":[108],"pre-validated":[109],"we":[111],"have":[112],"generated":[113],"such":[114],"as":[115],"neglect,":[116],"government,":[117],"social":[119],"media.":[120],"show":[122],"Empath's":[124],"data-driven,":[125],"human":[126],"validated":[127],"are":[129],"highly":[130],"correlated":[131],"(r=0.906)":[132],"similar":[134],"in":[136],"LIWC.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
