{"id":"https://openalex.org/W2044704181","doi":"https://doi.org/10.1109/slt.2014.7078597","title":"Semantic parser enhancement for dialogue domain extension with little data","display_name":"Semantic parser enhancement for dialogue domain extension with little data","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2044704181","doi":"https://doi.org/10.1109/slt.2014.7078597","mag":"2044704181"},"language":"en","primary_location":{"id":"doi:10.1109/slt.2014.7078597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt.2014.7078597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"},"type":"article","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/A5014803465","display_name":"Su Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Su Zhu","raw_affiliation_strings":["Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432073","display_name":"Lu Chen","orcid":"https://orcid.org/0000-0002-1186-3544"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Chen","raw_affiliation_strings":["Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053739372","display_name":"Kai Sun","orcid":"https://orcid.org/0000-0003-2281-5051"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Sun","raw_affiliation_strings":["Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103496381","display_name":"Da Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da Zheng","raw_affiliation_strings":["Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043098653","display_name":"Kai Yu","orcid":"https://orcid.org/0000-0002-7102-9826"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Yu","raw_affiliation_strings":["Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Shanghai Jiao Tong University, Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering SpeechLab, Shanghai, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]},{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering, SpeechLab, Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I4210165726","https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014803465"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210165726"],"apc_list":null,"apc_paid":null,"fwci":5.7261,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.96053506,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"336","last_page":"341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":1.0,"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/T12031","display_name":"Speech and dialogue systems","score":1.0,"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/T10028","display_name":"Topic Modeling","score":0.9991000294685364,"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":0.9977999925613403,"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":0.8530879616737366},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.8336799740791321},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6933748126029968},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.665707528591156},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6118941307067871},{"id":"https://openalex.org/keywords/top-down-parsing","display_name":"Top-down parsing","score":0.5188249945640564},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5059449076652527},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.44774961471557617},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3639841675758362}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530879616737366},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.8336799740791321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6933748126029968},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.665707528591156},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6118941307067871},{"id":"https://openalex.org/C42560504","wikidata":"https://www.wikidata.org/wiki/Q15419395","display_name":"Top-down parsing","level":3,"score":0.5188249945640564},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5059449076652527},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.44774961471557617},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3639841675758362},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/slt.2014.7078597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt.2014.7078597","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1603655240","https://openalex.org/W1986362700","https://openalex.org/W1989996186","https://openalex.org/W2068547472","https://openalex.org/W2126810476","https://openalex.org/W2153635508","https://openalex.org/W2159875193","https://openalex.org/W2166293310","https://openalex.org/W2250456405","https://openalex.org/W2251058040","https://openalex.org/W2251235149","https://openalex.org/W2251355666","https://openalex.org/W2549916408","https://openalex.org/W6667392894","https://openalex.org/W6684017090","https://openalex.org/W6729441923"],"related_works":["https://openalex.org/W2792937288","https://openalex.org/W2949169006","https://openalex.org/W3143982968","https://openalex.org/W2804916787","https://openalex.org/W2159707670","https://openalex.org/W2952780262","https://openalex.org/W3088470625","https://openalex.org/W4388176285","https://openalex.org/W1929722976","https://openalex.org/W2389755172"],"abstract_inverted_index":{"Statistical":[0],"semantic":[1,33,50,60,120],"parser":[2,51,61,78],"trained":[3],"on":[4,93],"sufficient":[5],"in-domain":[6],"data":[7,102],"has":[8],"shown":[9],"robustness":[10],"to":[11,28,84],"speech":[12,38],"recognition":[13],"errors":[14],"in":[15],"end-to-end":[16],"spoken":[17],"dialogue":[18,23],"systems.":[19],"However,":[20],"when":[21],"the":[22,29,40,94,107],"domain":[24,65,81],"is":[25,52],"extended,":[26],"due":[27],"introduction":[30],"of":[31,48,119],"new":[32,70],"slots,":[34],"values":[35],"and":[36,80,113,122],"unknown":[37],"pattern,":[39],"parsing":[41,87,121],"performance":[42],"may":[43],"significantly":[44],"degrade.":[45],"Effective":[46],"re-training":[47,79],"statistical":[49],"therefore":[53],"important.":[54],"This":[55],"paper":[56],"describes":[57],"a":[58],"novel":[59],"enhancement":[62],"approach":[63,90,109],"for":[64,77],"extension":[66],"with":[67],"very":[68],"little":[69],"data.":[71],"It":[72],"employs":[73],"automatic":[74],"pseudo-data":[75],"generation":[76],"independent":[82],"rescoring":[83],"further":[85],"improve":[86],"performance.":[88],"The":[89],"was":[91],"evaluated":[92],"DSTC3":[95],"(the":[96],"third":[97],"Dialog":[98],"State":[99],"Tracking":[100],"Challenge)":[101],"corpus.":[103],"Experiments":[104],"showed":[105],"that":[106],"proposed":[108],"can":[110],"yield":[111],"consistent":[112],"significant":[114],"improvements":[115],"across":[116],"all":[117],"metrics":[118],"dialog":[123],"state":[124],"tracking.":[125]},"counts_by_year":[{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}