{"id":"https://openalex.org/W2404735116","doi":"https://doi.org/10.21437/interspeech.2012-321","title":"Evaluating NLP features for automatic prediction of language impairment using child speech transcripts","display_name":"Evaluating NLP features for automatic prediction of language impairment using child speech transcripts","publication_year":2012,"publication_date":"2012-09-09","ids":{"openalex":"https://openalex.org/W2404735116","doi":"https://doi.org/10.21437/interspeech.2012-321","mag":"2404735116"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2012-321","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2012-321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2012","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044239432","display_name":"Khairun-nisa Hassanali","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khairun-nisa Hassanali","raw_affiliation_strings":["University of Texas at Dallas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Dallas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356092","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-1251-3025"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047351656","display_name":"Thamar Solorio","orcid":"https://orcid.org/0000-0002-3541-9405"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thamar Solorio","raw_affiliation_strings":["University of Alabama at Birmingham"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alabama at Birmingham","institution_ids":["https://openalex.org/I32389192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1339","last_page":"1342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10730","display_name":"Language Development and Disorders","score":0.9997000098228455,"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":0.9997000098228455,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9912999868392944,"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/T12031","display_name":"Speech and dialogue systems","score":0.9900000095367432,"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":0.8057383298873901},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6552383899688721},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5868375897407532},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.5317261219024658},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43638724088668823},{"id":"https://openalex.org/keywords/storytelling","display_name":"Storytelling","score":0.4268462359905243},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37991902232170105},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1487891972064972}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8057383298873901},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6552383899688721},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5868375897407532},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.5317261219024658},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43638724088668823},{"id":"https://openalex.org/C2776538412","wikidata":"https://www.wikidata.org/wiki/Q989963","display_name":"Storytelling","level":3,"score":0.4268462359905243},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37991902232170105},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1487891972064972},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2012-321","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2012-321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2012","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W588096834","https://openalex.org/W1985692908","https://openalex.org/W2074669617","https://openalex.org/W2079851350","https://openalex.org/W2131789329","https://openalex.org/W2133990480","https://openalex.org/W2135316725","https://openalex.org/W2140676672"],"related_works":["https://openalex.org/W2884441370","https://openalex.org/W1536421369","https://openalex.org/W2086118318","https://openalex.org/W2082193010","https://openalex.org/W4319988281","https://openalex.org/W2993120730","https://openalex.org/W1765898938","https://openalex.org/W2970945984","https://openalex.org/W2552287407","https://openalex.org/W2355818213"],"abstract_inverted_index":{"Language":[0,57],"impairment":[1],"(LI)":[2],"in":[3,7,26,34,77,104,109],"children":[4,29],"is":[5,16],"pervasive":[6],"all":[8],"walks":[9],"of":[10,14,38,80,99,107],"life.":[11],"Automatic":[12],"prediction":[13,37,79,106],"LI":[15,39,81,108],"useful":[17],"as":[18,62],"a":[19,97],"first":[20],"pass":[21],"for":[22],"speech":[23],"language":[24,84],"pathologists":[25],"identifying":[27],"prospective":[28],"with":[30,71,96],"LI.":[31],"Previous":[32],"work":[33],"the":[35,78,105],"automatic":[36],"has":[40],"explored":[41],"various":[42],"features,":[43,69],"mostly":[44],"shallow":[45],"and":[46,65,74,92],"surface":[47],"level":[48],"features.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53],"evaluate":[54],"deeper":[55],"Natural":[56],"Processing":[58],"(NLP)":[59],"features":[60,76,94,101],"such":[61],"syntactic,":[63],"semantic":[64],"entity":[66],"grid":[67],"model":[68],"along":[70,95],"narrative":[72,90],"structure":[73,91],"quality":[75,93],"using":[82],"child":[83],"transcripts.":[85],"Our":[86],"experiments":[87],"show":[88],"that":[89],"combination":[98],"other":[100],"are":[102],"helpful":[103],"storytelling":[110],"narratives.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}