{"id":"https://openalex.org/W3194251018","doi":"https://doi.org/10.1162/tacl_a_00402","title":"Neural Event Semantics for Grounded Language Understanding","display_name":"Neural Event Semantics for Grounded Language Understanding","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3194251018","doi":"https://doi.org/10.1162/tacl_a_00402","mag":"3194251018"},"language":"en","primary_location":{"id":"doi:10.1162/tacl_a_00402","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00402","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00402/1957718/tacl_a_00402.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00402/1957718/tacl_a_00402.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019482456","display_name":"Shyamal Buch","orcid":null},"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":"Shyamal Buch","raw_affiliation_strings":["Stanford University, United States. shyamal@cs.stanford.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, United States. shyamal@cs.stanford.edu","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450462","display_name":"Li Fei-Fei","orcid":"https://orcid.org/0000-0002-7481-0810"},"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":"Li Fei-Fei","raw_affiliation_strings":["Stanford University, United States. feifeili@cs.stanford.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, United States. feifeili@cs.stanford.edu","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001961716","display_name":"Noah D. Goodman","orcid":"https://orcid.org/0000-0002-9176-8802"},"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":"Noah D. Goodman","raw_affiliation_strings":["Stanford University, United States. ngoodman@stanford.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, United States. ngoodman@stanford.edu","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001961716","https://openalex.org/A5019482456","https://openalex.org/A5100450462"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":0.6824,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75366256,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"875","last_page":"890"},"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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8383359909057617},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6490480899810791},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5957089066505432},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.576520562171936},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5478911995887756},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5300573706626892},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5090429186820984},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4553568363189697},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4552355110645294},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4359528720378876},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.4286016821861267},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11338287591934204},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08494770526885986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383359909057617},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6490480899810791},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5957089066505432},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.576520562171936},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5478911995887756},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5300573706626892},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5090429186820984},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4553568363189697},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4552355110645294},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4359528720378876},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.4286016821861267},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11338287591934204},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08494770526885986},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1162/tacl_a_00402","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00402","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00402/1957718/tacl_a_00402.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0d1e35d8cd8841e8bc920ab04d8fbc26","is_oa":true,"landing_page_url":"https://doaj.org/article/0d1e35d8cd8841e8bc920ab04d8fbc26","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions of the Association for Computational Linguistics, Vol 9, Pp 875-890 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1162/tacl_a_00402","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00402","pdf_url":"https://direct.mit.edu/tacl/article-pdf/doi/10.1162/tacl_a_00402/1957718/tacl_a_00402.pdf","source":{"id":"https://openalex.org/S2729999759","display_name":"Transactions of the Association for Computational Linguistics","issn_l":"2307-387X","issn":["2307-387X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Association for Computational Linguistics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7300000190734863,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1496189301","https://openalex.org/W1500718495","https://openalex.org/W1590995353","https://openalex.org/W1686810756","https://openalex.org/W1889081078","https://openalex.org/W1905882502","https://openalex.org/W1923162067","https://openalex.org/W1933349210","https://openalex.org/W2079735306","https://openalex.org/W2111526438","https://openalex.org/W2119717200","https://openalex.org/W2151498684","https://openalex.org/W2186283982","https://openalex.org/W2190691619","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2526468814","https://openalex.org/W2531638282","https://openalex.org/W2561715562","https://openalex.org/W2572063200","https://openalex.org/W2604397416","https://openalex.org/W2606220156","https://openalex.org/W2636355936","https://openalex.org/W2733628661","https://openalex.org/W2760103357","https://openalex.org/W2798708692","https://openalex.org/W2883104598","https://openalex.org/W2901092906","https://openalex.org/W2962716332","https://openalex.org/W2962763265","https://openalex.org/W2963143606","https://openalex.org/W2963150697","https://openalex.org/W2963223524","https://openalex.org/W2963224792","https://openalex.org/W2963305465","https://openalex.org/W2963518342","https://openalex.org/W2963530300","https://openalex.org/W2963738360","https://openalex.org/W2964071299","https://openalex.org/W2964118342","https://openalex.org/W2968101724","https://openalex.org/W2987068636","https://openalex.org/W2990138404","https://openalex.org/W2990738195","https://openalex.org/W2995479498","https://openalex.org/W3010805364","https://openalex.org/W3034873522","https://openalex.org/W3098741467","https://openalex.org/W3136588637","https://openalex.org/W4234216897","https://openalex.org/W4236965008","https://openalex.org/W4287995219","https://openalex.org/W4289236818","https://openalex.org/W4298392976","https://openalex.org/W4301409532","https://openalex.org/W4393110356","https://openalex.org/W4394671432","https://openalex.org/W6629631241","https://openalex.org/W6637373629","https://openalex.org/W6639432524","https://openalex.org/W6640071036","https://openalex.org/W6676947618","https://openalex.org/W6682086655","https://openalex.org/W6687483927","https://openalex.org/W6687484953","https://openalex.org/W6732292891","https://openalex.org/W6735463952","https://openalex.org/W6736400098","https://openalex.org/W6748270630","https://openalex.org/W6753223284","https://openalex.org/W6754944153","https://openalex.org/W6756192261","https://openalex.org/W6756496624","https://openalex.org/W6757902542","https://openalex.org/W6766978945","https://openalex.org/W6770070887","https://openalex.org/W6772118804","https://openalex.org/W6775209659"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W2375873920","https://openalex.org/W2239445980","https://openalex.org/W2080152487","https://openalex.org/W2146114872","https://openalex.org/W2392060890"],"abstract_inverted_index":{"Abstract":[0],"We":[1,70],"present":[2],"a":[3,27],"new":[4],"conjunctivist":[5],"framework,":[6],"neural":[7,100],"event":[8],"semantics":[9],"(NES),":[10],"for":[11],"compositional":[12,75,93],"grounded":[13,76],"language":[14,48,77,104],"understanding.":[15],"Our":[16],"approach":[17],"treats":[18],"all":[19],"words":[20],"as":[21],"classifiers":[22,35],"that":[23],"compose":[24],"to":[25,37,52],"form":[26],"sentence":[28],"meaning":[29],"by":[30,49,64],"multiplying":[31],"output":[32],"scores.":[33],"These":[34],"apply":[36],"spatial":[38],"regions":[39],"(events)":[40],"and":[41,82],"NES":[42,60,85],"derives":[43],"its":[44],"semantic":[45],"structure":[46],"from":[47],"routing":[50],"events":[51],"different":[53],"classifier":[54],"argument":[55],"inputs":[56],"via":[57],"soft":[58],"attention.":[59],"is":[61],"trainable":[62],"end-to-end":[63],"gradient":[65],"descent":[66],"with":[67],"minimal":[68],"supervision.":[69],"evaluate":[71],"our":[72],"method":[73],"on":[74,102],"tasks":[78],"in":[79],"controlled":[80],"synthetic":[81],"real-world":[83,103],"settings.":[84],"offers":[86],"stronger":[87],"generalization":[88],"capability":[89],"than":[90],"standard":[91],"function-based":[92],"frameworks,":[94],"while":[95],"improving":[96],"accuracy":[97],"over":[98],"state-of-the-art":[99],"methods":[101],"tasks.":[105]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
