{"id":"https://openalex.org/W2104806460","doi":"https://doi.org/10.1162/tacl_a_00210","title":"Unsupervised Dependency Parsing with Acoustic Cues","display_name":"Unsupervised Dependency Parsing with Acoustic Cues","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2104806460","doi":"https://doi.org/10.1162/tacl_a_00210","mag":"2104806460"},"language":"en","primary_location":{"id":"doi:10.1162/tacl_a_00210","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00210","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00210","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":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00210","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081404974","display_name":"John K. Pate","orcid":null},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]},{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"John K Pate","raw_affiliation_strings":["Department of Computing, Macquarie University, Sydney, NSW 2109,                         Australia,","ILCC, School of Informatics, University of Edinburgh, Edinburgh,                         EH8 9AB, UK","Department of Computing, Macquarie University, Sydney, NSW 2109, Australia,","ILCC, School of Informatics, University of Edinburgh, Edinburgh, EH8 9AB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, NSW 2109,                         Australia,","institution_ids":["https://openalex.org/I99043593"]},{"raw_affiliation_string":"ILCC, School of Informatics, University of Edinburgh, Edinburgh,                         EH8 9AB, UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"Department of Computing, Macquarie University, Sydney, NSW 2109, Australia,","institution_ids":["https://openalex.org/I99043593"]},{"raw_affiliation_string":"ILCC, School of Informatics, University of Edinburgh, Edinburgh, EH8 9AB, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075564798","display_name":"Sharon Goldwater","orcid":"https://orcid.org/0000-0002-7298-0947"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sharon Goldwater","raw_affiliation_strings":["ILCC, School of Informatics, University of Edinburgh, Edinburgh, EH8 9AB,                         UK,","ILCC, School of Informatics, University of Edinburgh, Edinburgh, EH8 9AB, UK,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ILCC, School of Informatics, University of Edinburgh, Edinburgh, EH8 9AB,                         UK,","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"ILCC, School of Informatics, University of Edinburgh, Edinburgh, EH8 9AB, UK,","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0729,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.79231668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"1","issue":null,"first_page":"63","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10730","display_name":"Language Development and Disorders","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10730","display_name":"Language Development and Disorders","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9987000226974487,"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/T10403","display_name":"Phonetics and Phonology Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8602625727653503},{"id":"https://openalex.org/keywords/dependency-grammar","display_name":"Dependency grammar","score":0.7908061742782593},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.7349442839622498},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6501790285110474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6431397795677185},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.6248912215232849},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.6019352078437805},{"id":"https://openalex.org/keywords/punctuation","display_name":"Punctuation","score":0.570611298084259},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.5638414621353149},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5615431070327759},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.507820188999176},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.49873828887939453},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11236304044723511}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8602625727653503},{"id":"https://openalex.org/C164883195","wikidata":"https://www.wikidata.org/wiki/Q674834","display_name":"Dependency grammar","level":3,"score":0.7908061742782593},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.7349442839622498},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6501790285110474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6431397795677185},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.6248912215232849},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.6019352078437805},{"id":"https://openalex.org/C540372491","wikidata":"https://www.wikidata.org/wiki/Q82622","display_name":"Punctuation","level":2,"score":0.570611298084259},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.5638414621353149},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5615431070327759},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.507820188999176},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.49873828887939453},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11236304044723511},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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":6,"locations":[{"id":"doi:10.1162/tacl_a_00210","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00210","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00210","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:CiteSeerX.psu:10.1.1.297.4333","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.297.4333","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.transacl.org/wp-content/uploads/2013/03/paper63.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.367.365","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.367.365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://homepages.inf.ed.ac.uk/s0930006/pate-goldwater_dep-parsing-ac-cues_13.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.373.2147","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.373.2147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://homepages.inf.ed.ac.uk/sgwater/papers/tacl13-dmvAcou.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:e331444461034a8a9cd35a8dbb859aaa","is_oa":false,"landing_page_url":"https://doaj.org/article/e331444461034a8a9cd35a8dbb859aaa","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions of the Association for Computational Linguistics, Vol 1 (2021)","raw_type":"article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/fc91218e-5023-4182-92c2-120d4ca7fe78","is_oa":false,"landing_page_url":"https://www.research.ed.ac.uk/portal/en/publications/unsupervised-dependency-parsing-with-acoustic-cues(fc91218e-5023-4182-92c2-120d4ca7fe78).html","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1162/tacl_a_00210","is_oa":true,"landing_page_url":"https://doi.org/10.1162/tacl_a_00210","pdf_url":"http://www.mitpressjournals.org/doi/pdf/10.1162/tacl_a_00210","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","display_name":"Quality Education","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2104806460.pdf","grobid_xml":"https://content.openalex.org/works/W2104806460.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W183201499","https://openalex.org/W1546791496","https://openalex.org/W1551770093","https://openalex.org/W1570013475","https://openalex.org/W1585666902","https://openalex.org/W1586357756","https://openalex.org/W1721555670","https://openalex.org/W1909733559","https://openalex.org/W1982016222","https://openalex.org/W1982042507","https://openalex.org/W1986089034","https://openalex.org/W1992119553","https://openalex.org/W2007054563","https://openalex.org/W2036572838","https://openalex.org/W2067030274","https://openalex.org/W2071402670","https://openalex.org/W2081228205","https://openalex.org/W2088672056","https://openalex.org/W2097067028","https://openalex.org/W2099032682","https://openalex.org/W2102910670","https://openalex.org/W2104846675","https://openalex.org/W2115316195","https://openalex.org/W2115803233","https://openalex.org/W2118938353","https://openalex.org/W2140188190","https://openalex.org/W2153274216","https://openalex.org/W2156109222","https://openalex.org/W2160635596","https://openalex.org/W2161269122","https://openalex.org/W2164119735","https://openalex.org/W2189472871","https://openalex.org/W2252238553","https://openalex.org/W2624758868","https://openalex.org/W3148015076","https://openalex.org/W4205359331"],"related_works":["https://openalex.org/W2990705518","https://openalex.org/W2098784136","https://openalex.org/W2251084681","https://openalex.org/W4241489294","https://openalex.org/W287510790","https://openalex.org/W2080244595","https://openalex.org/W63925617","https://openalex.org/W2968543375","https://openalex.org/W2953770453","https://openalex.org/W4288558800"],"abstract_inverted_index":{"Unsupervised":[0],"parsing":[1],"is":[2,66],"a":[3],"difficult":[4],"task":[5,16],"that":[6,38,86,103],"infants":[7,27],"readily":[8],"perform.":[9],"Progress":[10],"has":[11],"been":[12],"made":[13],"on":[14,79],"this":[15],"using":[17,87],"text-based":[18],"models,":[19],"but":[20],"few":[21],"computational":[22],"approaches":[23],"have":[24],"considered":[25],"how":[26,48],"might":[28],"benefit":[29],"from":[30],"acoustic":[31,104],"cues.":[32],"This":[33],"paper":[34],"explores":[35],"the":[36,67,101,117],"hypothesis":[37],"word":[39,88,120],"duration":[40,49,89,121],"can":[41,51,90],"help":[42],"with":[43,126],"learning":[44],"syntax.":[45],"We":[46],"describe":[47],"information":[50,65],"be":[52],"incorporated":[53],"into":[54],"an":[55],"unsupervised":[56],"Bayesian":[57],"dependency":[58],"parser":[59],"whose":[60],"only":[61],"other":[62],"source":[63],"of":[64,74,119],"words":[68],"themselves":[69],"(without":[70],"punctuation":[71],"or":[72],"parts":[73],"speech).":[75],"Our":[76],"results,":[77],"evaluated":[78],"both":[80],"adult-directed":[81],"and":[82,115],"child-directed":[83],"utterances,":[84],"show":[85],"improve":[91],"parse":[92],"quality":[93],"relative":[94],"to":[95],"words-only":[96],"baselines.":[97],"These":[98],"results":[99],"support":[100],"idea":[102],"cues":[105,122],"provide":[106],"useful":[107],"evidence":[108],"about":[109],"syntactic":[110],"structure":[111],"for":[112],"language-learning":[113],"infants,":[114],"motivate":[116],"use":[118],"in":[123],"NLP":[124],"tasks":[125],"speech.":[127]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-27T08:26:11.824852","created_date":"2025-10-10T00:00:00"}