{"id":"https://openalex.org/W3160319937","doi":"https://doi.org/10.1109/icassp39728.2021.9413521","title":"An Empirical Study on Task-Oriented Dialogue Translation","display_name":"An Empirical Study on Task-Oriented Dialogue Translation","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3160319937","doi":"https://doi.org/10.1109/icassp39728.2021.9413521","mag":"3160319937"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9413521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9413521","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5029217850","display_name":"Siyou Liu","orcid":"https://orcid.org/0000-0003-4524-4976"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Siyou Liu","raw_affiliation_strings":["Macao Polytechnic Institute"],"affiliations":[{"raw_affiliation_string":"Macao Polytechnic Institute","institution_ids":["https://openalex.org/I49835588"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029217850"],"corresponding_institution_ids":["https://openalex.org/I49835588"],"apc_list":null,"apc_paid":null,"fwci":0.136,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52062065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"7558","last_page":"7562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T10028","display_name":"Topic Modeling","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/T10181","display_name":"Natural Language Processing Techniques","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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8335142135620117},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.702106773853302},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.6935335397720337},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6553172469139099},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.6381368041038513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6094317436218262},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5775928497314453},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5517174005508423},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5261713266372681},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.48002544045448303},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.4745948016643524},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.44678959250450134},{"id":"https://openalex.org/keywords/textual-entailment","display_name":"Textual entailment","score":0.41306206583976746},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.18043220043182373},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13913947343826294},{"id":"https://openalex.org/keywords/logical-consequence","display_name":"Logical consequence","score":0.12171560525894165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8335142135620117},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.702106773853302},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.6935335397720337},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6553172469139099},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.6381368041038513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6094317436218262},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5775928497314453},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5517174005508423},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5261713266372681},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.48002544045448303},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.4745948016643524},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.44678959250450134},{"id":"https://openalex.org/C95318506","wikidata":"https://www.wikidata.org/wiki/Q6588467","display_name":"Textual entailment","level":3,"score":0.41306206583976746},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.18043220043182373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13913947343826294},{"id":"https://openalex.org/C134752490","wikidata":"https://www.wikidata.org/wiki/Q374182","display_name":"Logical consequence","level":2,"score":0.12171560525894165},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp39728.2021.9413521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9413521","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1631260214","https://openalex.org/W2057389798","https://openalex.org/W2101105183","https://openalex.org/W2123318312","https://openalex.org/W2133564696","https://openalex.org/W2250969425","https://openalex.org/W2613904329","https://openalex.org/W2767206889","https://openalex.org/W2783419700","https://openalex.org/W2896457183","https://openalex.org/W2903490366","https://openalex.org/W2914120296","https://openalex.org/W2946390888","https://openalex.org/W2962784628","https://openalex.org/W2962882341","https://openalex.org/W2963216553","https://openalex.org/W2963341956","https://openalex.org/W2963403868","https://openalex.org/W2963716535","https://openalex.org/W2963807318","https://openalex.org/W2964089333","https://openalex.org/W2964093087","https://openalex.org/W2964265128","https://openalex.org/W2964308564","https://openalex.org/W2970049541","https://openalex.org/W2971287409","https://openalex.org/W2983108239","https://openalex.org/W2987998469","https://openalex.org/W2988975212","https://openalex.org/W3001434439","https://openalex.org/W3032795377","https://openalex.org/W3035629723","https://openalex.org/W3107826490","https://openalex.org/W3113715281","https://openalex.org/W3127901106","https://openalex.org/W4385245566","https://openalex.org/W6679434410","https://openalex.org/W6737778391","https://openalex.org/W6739901393","https://openalex.org/W6746208923","https://openalex.org/W6755207826","https://openalex.org/W6763077244","https://openalex.org/W6767227280","https://openalex.org/W6767737316","https://openalex.org/W6769898691","https://openalex.org/W6772534010","https://openalex.org/W6779502067","https://openalex.org/W6788031712","https://openalex.org/W6898505805"],"related_works":["https://openalex.org/W2098987383","https://openalex.org/W2417260800","https://openalex.org/W1596203174","https://openalex.org/W2117933979","https://openalex.org/W2283130723","https://openalex.org/W103938586","https://openalex.org/W2104718772","https://openalex.org/W4233992201","https://openalex.org/W2292950558","https://openalex.org/W2756978580"],"abstract_inverted_index":{"Translating":[0],"conversational":[1],"text,":[2],"in":[3],"particular":[4],"task-oriented":[5,47],"dialogues,":[6],"is":[7],"an":[8],"important":[9],"application":[10],"task":[11],"for":[12],"machine":[13],"translation":[14,49],"technology.":[15],"However,":[16],"it":[17],"has":[18],"so":[19],"far":[20],"not":[21],"been":[22],"extensively":[23],"explored":[24],"due":[25],"to":[26,89,116],"its":[27],"inherent":[28],"characteristics":[29],"including":[30,51],"data":[31,65],"limitation,":[32],"discourse,":[33],"informality":[34],"and":[35,54,73,110,118],"personality.":[36],"In":[37],"this":[38],"paper,":[39],"we":[40,59,80,94],"systematically":[41],"investigate":[42],"advanced":[43],"models":[44,88],"on":[45,107],"the":[46,90,97,104],"dialogue":[48],"task,":[50],"sentence-level,":[52],"document-level":[53],"non-autoregressive":[55],"NMT":[56],"models.":[57],"Be-sides,":[58],"explore":[60],"existing":[61],"techniques":[62],"such":[63],"as":[64],"selection,":[66],"back/forward":[67],"translation,":[68],"larger":[69],"batch":[70],"learning,":[71],"finetuning":[72],"domain":[74],"adaptation.":[75],"To":[76],"alleviate":[77],"low-resource":[78],"problem,":[79],"transfer":[81],"general":[82],"knowledge":[83],"from":[84],"four":[85],"different":[86],"pre-training":[87,102],"downstream":[91],"task.":[92],"Encouragingly,":[93],"find":[95],"that":[96],"best":[98],"model":[99],"with":[100],"mBART":[101],"pushes":[103],"SOTA":[105],"performance":[106],"WMT20":[108],"English-German":[109],"IWSLT":[111],"DIALOG":[112],"Chinese-English":[113],"datasets":[114],"up":[115],"62.67":[117],"23.21":[119],"BLEU":[120],"points,":[121],"respectively.":[122],"<sup":[123],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[124],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[125]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
