{"id":"https://openalex.org/W4377079846","doi":"https://doi.org/10.1109/tpami.2023.3277122","title":"A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond","display_name":"A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond","publication_year":2023,"publication_date":"2023-05-18","ids":{"openalex":"https://openalex.org/W4377079846","doi":"https://doi.org/10.1109/tpami.2023.3277122","pmid":"https://pubmed.ncbi.nlm.nih.gov/37200120"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2023.3277122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3277122","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5037457672","display_name":"Yisheng Xiao","orcid":"https://orcid.org/0009-0008-5069-7260"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yisheng Xiao","raw_affiliation_strings":["Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-5069-7260","affiliations":[{"raw_affiliation_string":"Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102750692","display_name":"Lijun Wu","orcid":"https://orcid.org/0000-0002-3530-590X"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Wu","raw_affiliation_strings":["Microsoft Research, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3530-590X","affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055122985","display_name":"Junliang Guo","orcid":"https://orcid.org/0000-0001-8360-5483"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junliang Guo","raw_affiliation_strings":["Microsoft Research, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8360-5483","affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657514","display_name":"Juntao Li","orcid":"https://orcid.org/0000-0002-6286-7529"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juntao Li","raw_affiliation_strings":["Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6286-7529","affiliations":[{"raw_affiliation_string":"Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402911","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0002-3895-5510"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhang","raw_affiliation_strings":["Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3895-5510","affiliations":[{"raw_affiliation_string":"Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020025718","display_name":"Tao Qin","orcid":"https://orcid.org/0000-0002-9095-0776"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Qin","raw_affiliation_strings":["Microsoft Research, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9095-0776","affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101884287","display_name":"Tie\u2010Yan Liu","orcid":"https://orcid.org/0000-0002-0476-8020"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tie-Yan Liu","raw_affiliation_strings":["Microsoft Research, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0476-8020","affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5037457672"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":null,"apc_paid":null,"fwci":13.7644,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.99215592,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"45","issue":"10","first_page":"11407","last_page":"11427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10028","display_name":"Topic Modeling","score":0.9998000264167786,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9993000030517578,"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":0.6804341673851013},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6783589720726013},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6783485412597656},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.5911341905593872},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4843808114528656},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46913525462150574},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45067691802978516},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4036765992641449},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36444881558418274},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19481784105300903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1542162001132965}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6804341673851013},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6783589720726013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6783485412597656},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.5911341905593872},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4843808114528656},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46913525462150574},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45067691802978516},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4036765992641449},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36444881558418274},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19481784105300903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1542162001132965},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"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":2,"locations":[{"id":"doi:10.1109/tpami.2023.3277122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2023.3277122","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:37200120","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37200120","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6441875606","display_name":null,"funder_award_id":"62206194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":265,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W1538131130","https://openalex.org/W1581242383","https://openalex.org/W1644866298","https://openalex.org/W1821462560","https://openalex.org/W1902237438","https://openalex.org/W2101105183","https://openalex.org/W2105482032","https://openalex.org/W2127141656","https://openalex.org/W2250342921","https://openalex.org/W2296073425","https://openalex.org/W2525778437","https://openalex.org/W2888442053","https://openalex.org/W2890501761","https://openalex.org/W2892213699","https://openalex.org/W2896457183","https://openalex.org/W2919115771","https://openalex.org/W2947912915","https://openalex.org/W2948197522","https://openalex.org/W2948629866","https://openalex.org/W2950635152","https://openalex.org/W2952356761","https://openalex.org/W2962784628","https://openalex.org/W2962915948","https://openalex.org/W2962969034","https://openalex.org/W2963434219","https://openalex.org/W2963532001","https://openalex.org/W2963536265","https://openalex.org/W2963609956","https://openalex.org/W2963736842","https://openalex.org/W2964093309","https://openalex.org/W2964345285","https://openalex.org/W2970832665","https://openalex.org/W2976965654","https://openalex.org/W2985694911","https://openalex.org/W2988975212","https://openalex.org/W2990004017","https://openalex.org/W2995969307","https://openalex.org/W2996677910","https://openalex.org/W2996843693","https://openalex.org/W2996987694","https://openalex.org/W2997284037","https://openalex.org/W3000840023","https://openalex.org/W3004979489","https://openalex.org/W3005768470","https://openalex.org/W3013703241","https://openalex.org/W3015162217","https://openalex.org/W3015205052","https://openalex.org/W3034216012","https://openalex.org/W3034363136","https://openalex.org/W3034425996","https://openalex.org/W3034579764","https://openalex.org/W3035289598","https://openalex.org/W3035463379","https://openalex.org/W3035490389","https://openalex.org/W3088059392","https://openalex.org/W3097882114","https://openalex.org/W3098586483","https://openalex.org/W3099073165","https://openalex.org/W3099665409","https://openalex.org/W3099757670","https://openalex.org/W3100753857","https://openalex.org/W3103638903","https://openalex.org/W3105214104","https://openalex.org/W3105912780","https://openalex.org/W3106104873","https://openalex.org/W3108942282","https://openalex.org/W3112157188","https://openalex.org/W3113838476","https://openalex.org/W3114773499","https://openalex.org/W3116114724","https://openalex.org/W3133185996","https://openalex.org/W3133428191","https://openalex.org/W3133551016","https://openalex.org/W3150572638","https://openalex.org/W3151450932","https://openalex.org/W3154504973","https://openalex.org/W3156849929","https://openalex.org/W3156902660","https://openalex.org/W3156927220","https://openalex.org/W3160622492","https://openalex.org/W3162249256","https://openalex.org/W3162431424","https://openalex.org/W3162517041","https://openalex.org/W3162899666","https://openalex.org/W3162919436","https://openalex.org/W3164692279","https://openalex.org/W3166029516","https://openalex.org/W3167880383","https://openalex.org/W3168577192","https://openalex.org/W3169714379","https://openalex.org/W3170787215","https://openalex.org/W3172862365","https://openalex.org/W3173367141","https://openalex.org/W3173794693","https://openalex.org/W3174087635","https://openalex.org/W3174255604","https://openalex.org/W3175164646","https://openalex.org/W3175665465","https://openalex.org/W3175955332","https://openalex.org/W3176297128","https://openalex.org/W3176947000","https://openalex.org/W3177012523","https://openalex.org/W3177132412","https://openalex.org/W3177172118","https://openalex.org/W3177494585","https://openalex.org/W3185923046","https://openalex.org/W3193861091","https://openalex.org/W3195171908","https://openalex.org/W3196500669","https://openalex.org/W3196523535","https://openalex.org/W3197140813","https://openalex.org/W3197304116","https://openalex.org/W3197754599","https://openalex.org/W3197858274","https://openalex.org/W3198858531","https://openalex.org/W3200388885","https://openalex.org/W3206573929","https://openalex.org/W3206689743","https://openalex.org/W3206889547","https://openalex.org/W3209239055","https://openalex.org/W3212017764","https://openalex.org/W3213739863","https://openalex.org/W3214281485","https://openalex.org/W3214532454","https://openalex.org/W4205683893","https://openalex.org/W4221151577","https://openalex.org/W4224035735","https://openalex.org/W4224280049","https://openalex.org/W4224861944","https://openalex.org/W4225302952","https://openalex.org/W4226054021","https://openalex.org/W4226332109","https://openalex.org/W4226391279","https://openalex.org/W4280604450","https://openalex.org/W4281488833","https://openalex.org/W4281728254","https://openalex.org/W4281770000","https://openalex.org/W4281806233","https://openalex.org/W4283024503","https://openalex.org/W4283644197","https://openalex.org/W4285019302","https://openalex.org/W4285128732","https://openalex.org/W4285180072","https://openalex.org/W4285275708","https://openalex.org/W4285483692","https://openalex.org/W4287250916","https://openalex.org/W4287854594","https://openalex.org/W4287887789","https://openalex.org/W4287887858","https://openalex.org/W4296068993","https://openalex.org/W4297841320","https://openalex.org/W4297841866","https://openalex.org/W4304014231","https://openalex.org/W4306801338","https://openalex.org/W4306802991","https://openalex.org/W4307318375","https://openalex.org/W4307929986","https://openalex.org/W4309216908","https://openalex.org/W4312257461","https://openalex.org/W4313024519","https://openalex.org/W4319862261","https://openalex.org/W4319862663","https://openalex.org/W4319862680","https://openalex.org/W4361852499","https://openalex.org/W4372260576","https://openalex.org/W4372269205","https://openalex.org/W4376612203","https://openalex.org/W4382202516","https://openalex.org/W4382240730","https://openalex.org/W4385245566","https://openalex.org/W4385571187","https://openalex.org/W4385572691","https://openalex.org/W4385572929","https://openalex.org/W4385572942","https://openalex.org/W4385572963","https://openalex.org/W4385573136","https://openalex.org/W4385573332","https://openalex.org/W4385573808","https://openalex.org/W4385573832","https://openalex.org/W4385573924","https://openalex.org/W4385574152","https://openalex.org/W4385574379","https://openalex.org/W4386290290","https://openalex.org/W4387428079","https://openalex.org/W6632100814","https://openalex.org/W6638523607","https://openalex.org/W6679045638","https://openalex.org/W6679436768","https://openalex.org/W6685322675","https://openalex.org/W6727690538","https://openalex.org/W6735377749","https://openalex.org/W6737778391","https://openalex.org/W6746208923","https://openalex.org/W6748381668","https://openalex.org/W6751751081","https://openalex.org/W6753640285","https://openalex.org/W6759317646","https://openalex.org/W6759664831","https://openalex.org/W6760017253","https://openalex.org/W6762471145","https://openalex.org/W6762863908","https://openalex.org/W6763677924","https://openalex.org/W6763832098","https://openalex.org/W6769692749","https://openalex.org/W6769921281","https://openalex.org/W6770755217","https://openalex.org/W6771358447","https://openalex.org/W6771550610","https://openalex.org/W6771713106","https://openalex.org/W6773383770","https://openalex.org/W6773524778","https://openalex.org/W6774266102","https://openalex.org/W6774835902","https://openalex.org/W6775053297","https://openalex.org/W6775949666","https://openalex.org/W6777694618","https://openalex.org/W6779823529","https://openalex.org/W6779871621","https://openalex.org/W6780062628","https://openalex.org/W6780230508","https://openalex.org/W6783182287","https://openalex.org/W6784698631","https://openalex.org/W6786121119","https://openalex.org/W6788031712","https://openalex.org/W6788990321","https://openalex.org/W6789500345","https://openalex.org/W6789577077","https://openalex.org/W6789821389","https://openalex.org/W6790567217","https://openalex.org/W6791022691","https://openalex.org/W6793578827","https://openalex.org/W6794920533","https://openalex.org/W6796163713","https://openalex.org/W6797110910","https://openalex.org/W6797256274","https://openalex.org/W6798447524","https://openalex.org/W6799289049","https://openalex.org/W6802395087","https://openalex.org/W6802942022","https://openalex.org/W6805386329","https://openalex.org/W6809885388","https://openalex.org/W6810165261","https://openalex.org/W6810226158","https://openalex.org/W6810425304","https://openalex.org/W6810940779","https://openalex.org/W6811095895","https://openalex.org/W6811100430","https://openalex.org/W6838282907","https://openalex.org/W6838398441","https://openalex.org/W6838517255","https://openalex.org/W6838639034","https://openalex.org/W6838815585","https://openalex.org/W6838824532","https://openalex.org/W6840040786","https://openalex.org/W6840059491","https://openalex.org/W6840815571","https://openalex.org/W6845526127","https://openalex.org/W6845926471","https://openalex.org/W6846176957","https://openalex.org/W6846275333","https://openalex.org/W6846516715","https://openalex.org/W6846688568","https://openalex.org/W6850347073","https://openalex.org/W6851401545"],"related_works":["https://openalex.org/W2171218219","https://openalex.org/W1972271943","https://openalex.org/W2150410159","https://openalex.org/W3011059803","https://openalex.org/W4327525404","https://openalex.org/W4287185323","https://openalex.org/W3150905897","https://openalex.org/W1520183331","https://openalex.org/W2883671469","https://openalex.org/W2728761353"],"abstract_inverted_index":{"Non-autoregressive":[0],"(NAR)":[1],"generation,":[2,195],"which":[3],"is":[4],"first":[5],"proposed":[6],"in":[7,20,193],"neural":[8],"machine":[9,22,38,135],"translation":[10,48,94],"(NMT)":[11],"to":[12,51,68,209],"speed":[13,36],"up":[14],"inference,":[15],"has":[16],"attracted":[17],"much":[18],"attention":[19],"both":[21],"learning":[23],"and":[24,63,76,89,119,153,178,203,205],"natural":[25],"language":[26],"processing":[27],"communities.":[28],"While":[29],"NAR":[30,74,132,194,201],"generation":[31,75],"can":[32,186],"significantly":[33],"accelerate":[34],"inference":[35],"for":[37,163,176,213],"translation,":[39,136],"the":[40,44,70,103,120,168,190,197],"speedup":[41],"comes":[42],"at":[43],"cost":[45],"of":[46,91,105,131,170,199],"sacrificed":[47],"accuracy":[49,71],"compared":[50],"its":[52],"counterpart,":[53],"autoregressive":[54],"(AR)":[55],"generation.":[56,78],"In":[57,79,156],"recent":[58],"years,":[59],"many":[60],"new":[61],"models":[62,96,133,202],"algorithms":[64],"have":[65],"been":[66],"designed/proposed":[67],"bridge":[69],"gap":[72],"between":[73],"AR":[77],"this":[80,184],"paper,":[81],"we":[82,101,126,158],"conduct":[83],"a":[84],"systematic":[85],"survey":[86,185],"with":[87],"comparisons":[88],"discussions":[90],"various":[92],"non-autoregressive":[93],"(NAT)":[95],"from":[97,122],"different":[98],"aspects.":[99],"Specifically,":[100],"categorize":[102],"efforts":[104],"NAT":[106],"into":[107],"several":[108],"groups,":[109],"including":[110,166],"data":[111],"manipulation,":[112],"modeling":[113],"methods,":[114],"training":[115,173],"criterion,":[116],"decoding":[117],"algorithms,":[118,204],"benefit":[121],"pre-trained":[123],"models.":[124],"Furthermore,":[125],"briefly":[127],"review":[128],"other":[129],"applications":[130],"beyond":[134],"such":[137],"as":[138],"grammatical":[139],"error":[140],"correction,":[141],"text":[142,144],"summarization,":[143],"style":[145],"transfer,":[146],"dialogue,":[147],"semantic":[148],"parsing,":[149],"automatic":[150],"speech":[151],"recognition,":[152],"so":[154],"on.":[155],"addition,":[157],"also":[159],"discuss":[160],"potential":[161],"directions":[162],"future":[164],"exploration,":[165],"releasing":[167],"dependency":[169],"KD,":[171],"reasonable":[172],"objectives,":[174],"pre-training":[175],"NAR,":[177],"wider":[179],"applications,":[180],"etc.":[181],"We":[182],"hope":[183],"help":[187],"researchers":[188],"capture":[189],"latest":[191],"progress":[192],"inspire":[196],"design":[198],"advanced":[200],"enable":[206],"industry":[207],"practitioners":[208],"choose":[210],"appropriate":[211],"solutions":[212],"their":[214],"applications.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2025-10-10T00:00:00"}
