{"id":"https://openalex.org/W2950877507","doi":"https://doi.org/10.18653/v1/p19-1507","title":"Relating Simple Sentence Representations in Deep Neural Networks and the Brain","display_name":"Relating Simple Sentence Representations in Deep Neural Networks and the Brain","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2950877507","doi":"https://doi.org/10.18653/v1/p19-1507","mag":"2950877507"},"language":"en","primary_location":{"id":"doi:10.18653/v1/p19-1507","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1507","pdf_url":"https://aclanthology.org/P19-1507.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/P19-1507.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014626306","display_name":"Sharmistha Jat","orcid":"https://orcid.org/0000-0002-7386-6126"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sharmistha Jat","raw_affiliation_strings":["Indian Institute of Science, Bangalore","Indian Institute of Science"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100703185","display_name":"Hao Tang","orcid":"https://orcid.org/0000-0002-4125-8417"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]},{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN","US"],"is_corresponding":false,"raw_author_name":"Hao Tang","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University","Indian Institute of Science"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Indian Institute of Science","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033696194","display_name":"Partha Talukdar","orcid":"https://orcid.org/0000-0001-8825-589X"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["IN","US"],"is_corresponding":false,"raw_author_name":"Partha Talukdar","raw_affiliation_strings":["Indian Institute of Science, Bangalore","Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102921433","display_name":"Tom M. Mitchell","orcid":"https://orcid.org/0000-0001-7373-0301"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tom Mitchell","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University","Carnegie Mellon University"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie Mellon University","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5014626306"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":0.8682,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72055133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"5137","last_page":"5154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9962000250816345,"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/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7605808973312378},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.7267753481864929},{"id":"https://openalex.org/keywords/magnetoencephalography","display_name":"Magnetoencephalography","score":0.7077947854995728},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.6395360231399536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6299933791160583},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5707879066467285},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5234412550926208},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.47158753871917725},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.452421098947525},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4471019208431244},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43984368443489075},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4374334216117859},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4292060136795044},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41597533226013184},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39914703369140625},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1478235125541687},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14683735370635986},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.14607840776443481},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11024096608161926}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7605808973312378},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.7267753481864929},{"id":"https://openalex.org/C556910895","wikidata":"https://www.wikidata.org/wiki/Q384188","display_name":"Magnetoencephalography","level":3,"score":0.7077947854995728},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.6395360231399536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6299933791160583},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5707879066467285},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5234412550926208},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.47158753871917725},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.452421098947525},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4471019208431244},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43984368443489075},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4374334216117859},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4292060136795044},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41597533226013184},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39914703369140625},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1478235125541687},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14683735370635986},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.14607840776443481},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11024096608161926},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.18653/v1/p19-1507","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1507","pdf_url":"https://aclanthology.org/P19-1507.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"},{"id":"pmh:oai::65443","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401429","display_name":"ePrints@IISc (Indian Institute of Science)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:arXiv.org:1906.11861","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.11861","pdf_url":"https://arxiv.org/pdf/1906.11861","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2950877507","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1906.11861","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1906.11861","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1906.11861","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.18653/v1/p19-1507","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/p19-1507","pdf_url":"https://aclanthology.org/P19-1507.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 57th Annual Meeting of the Association for Computational Linguistics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1631749026","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320310071","funder_display_name":"Indian Institute of Science"},{"id":"https://openalex.org/G343156164","display_name":null,"funder_award_id":"India","funder_id":"https://openalex.org/F4320322724","funder_display_name":"Ministry of Education, India"}],"funders":[{"id":"https://openalex.org/F4320310071","display_name":"Indian Institute of Science","ror":"https://ror.org/04dese585"},{"id":"https://openalex.org/F4320310207","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2950877507.pdf","grobid_xml":"https://content.openalex.org/works/W2950877507.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W144689751","https://openalex.org/W1974316717","https://openalex.org/W1990381576","https://openalex.org/W1992570774","https://openalex.org/W2047125104","https://openalex.org/W2064675550","https://openalex.org/W2084333685","https://openalex.org/W2168217710","https://openalex.org/W2170167574","https://openalex.org/W2250539671","https://openalex.org/W2725150524","https://openalex.org/W2782213998","https://openalex.org/W2787560479","https://openalex.org/W2904996081","https://openalex.org/W2919115771","https://openalex.org/W2951682322","https://openalex.org/W2962941914","https://openalex.org/W2962964385","https://openalex.org/W2963073938","https://openalex.org/W2963341956"],"related_works":["https://openalex.org/W2963473243","https://openalex.org/W2904996081","https://openalex.org/W2963019816","https://openalex.org/W2977904433","https://openalex.org/W2170167574","https://openalex.org/W3092046752","https://openalex.org/W2970481354","https://openalex.org/W3039556919","https://openalex.org/W2733865234","https://openalex.org/W2344975321","https://openalex.org/W2168217710","https://openalex.org/W3132622651","https://openalex.org/W2511593322","https://openalex.org/W2985920971","https://openalex.org/W3206626273","https://openalex.org/W2794397311","https://openalex.org/W1980592753","https://openalex.org/W3084038400","https://openalex.org/W3134212080","https://openalex.org/W3012926577"],"abstract_inverted_index":{"What":[0],"is":[1],"the":[2,16,71],"relationship":[3],"between":[4,22],"sentence":[5],"representations":[6],"learned":[7],"by":[8,15,70],"deep":[9,37],"recurrent":[10,27],"models":[11,28,38],"against":[12],"those":[13],"encoded":[14],"brain?":[17],"Is":[18],"there":[19],"any":[20],"correspondence":[21],"hidden":[23],"layers":[24],"of":[25],"these":[26,36,56,100],"and":[29,63,83],"brain":[30,43,89],"regions":[31],"when":[32,96],"processing":[33],"sentences?":[34],"Can":[35],"be":[39,48],"used":[40],"to":[41],"synthesize":[42],"data":[44,91],"which":[45],"can":[46],"then":[47],"utilized":[49],"in":[50],"other":[51],"extrinsic":[52],"tasks?":[53],"We":[54,73,85],"investigate":[55],"questions":[57],"using":[58],"sentences":[59],"with":[60],"simple":[61,101],"syntax":[62],"semantics":[64],"(e.g.,":[65],"The":[66],"bone":[67],"was":[68],"eaten":[69],"dog.).":[72],"consider":[74],"multiple":[75],"neural":[76],"network":[77],"architectures,":[78],"including":[79],"recently":[80],"proposed":[81],"ELMo":[82],"BERT.":[84],"use":[86],"magnetoencephalography":[87],"(MEG)":[88],"recording":[90],"collected":[92],"from":[93],"human":[94],"subjects":[95],"they":[97],"were":[98],"reading":[99],"sentences.":[102]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}