清华NLP组年度巨献：机器翻译30年最重要论文阅读清单（上）( 五 ) 新智元报道来源：Github【新智

解码
MingxuanWang,ZhengdongLu,HangLi,andQunLiu.2016.Memory-enhancedDecoderforNeuralMachineTranslation.InProceedingsofEMNLP2016.ShonosukeIshiwatari,JingtaoYao,ShujieLiu,MuLi,MingZhou,NaokiYoshinaga,MasaruKitsuregawa,andWeijiaJia.2017.Chunk-basedDecoderforNeuralMachineTranslation.InProceedingsofACL2017.HaoZhou,ZhaopengTu,ShujianHuang,XiaohuaLiu,HangLi,andJiajunChen.2017.Chunk-BasedBi-ScaleDecoderforNeuralMachineTranslation.InProceedingsofACL2017.ZichaoYang,ZhitingHu,YuntianDeng,ChrisDyer,andAlexSmola.2017.NeuralMachineTranslationwithRecurrentAttentionModeling.InProceedingsofEACL2017.CongDuyVuHoang,GholamrezaHaffari,andTrevorCohn.2017.TowardsDecodingasContinuousOptimisationinNeuralMachineTranslation.InProceedingsofEMNLP2017.Yin-WenChangandMichaelCollins.2017.Source-SideLeft-to-RightorTarget-SideLeft-to-Right?AnEmpiricalComparisonofTwoPhrase-BasedDecodingAlgorithms.InProceedingsofEMNLP2017.JiataoGu,KyunghyunCho,andVictorO.K.Li.2017.TrainableGreedyDecodingforNeuralMachineTranslation.InProceedingsofEMNLP2017.JiataoGu,JamesBradbury,CaimingXiong,VictorO.K.Li,andRichardSocher.2018.Non-AutoregressiveNeuralMachineTranslation.InProceedingsofICLR2018.XiangwenZhang,JinsongSu,YueQin,YangLiu,RongrongJi,andHongjiWang.2018.AsynchronousBidirectionalDecodingforNeuralMachineTranslation.InProceedingsofAAAI2018.PhilipSchulz,WilkerAziz,andTrevorCohn.2018.AStochasticDecoderforNeuralMachineTranslation.InProceedingsofACL2018.RaphaelShuandHidekiNakayama.2018.ImprovingBeamSearchbyRemovingMonotonicConstraintforNeuralMachineTranslation.InProceedingsofACL2018.JunyangLin,XuSun,XuanchengRen,ShumingMa,JinsongSu,andQiSu.2018.Deconvolution-BasedGlobalDecodingforNeuralMachineTranslation.InProceedingsofCOLING2018.ChunqiWang,JiZhang,andHaiqingChen.2018.Semi-AutoregressiveNeuralMachineTranslation.InProceedingsofEMNLP2018.XinweiGeng,XiaochengFeng,BingQin,andTingLiu.2018.AdaptiveMulti-passDecoderforNeuralMachineTranslation.InProceedingsofEMNLP2018.WenZhang,LiangHuang,YangFeng,LeiShen,andQunLiu.2018.SpeedingUpNeuralMachineTranslationDecodingbyCubePruning.InProceedingsofEMNLP2018.XinyiWang,HieuPham,PengchengYin,andGrahamNeubig.2018.ATree-basedDecoderforNeuralMachineTranslation.InProceedingsofEMNLP2018.ChenzeShao,XilinChen,andYangFeng.2018.GreedySearchwithProbabilisticN-gramMatchingforNeuralMachineTranslation.InProceedingsofEMNLP2018.ZhisongZhang,RuiWang,MasaoUtiyama,EiichiroSumita,andHaiZhao.2018.ExploringRecombinationforEfficientDecodingofNeuralMachineTranslation.InProceedingsofEMNLP2018.JeticGū,HassanS.Shavarani,andAnoopSarkar.2018.Top-downTreeStructuredDecodingwithSyntacticConnectionsforNeuralMachineTranslationandParsing.InProceedingsofEMNLP2018.YilinYang,LiangHuang,andMingboMa.2018.BreakingtheBeamSearchCurse:AStudyof(Re-)ScoringMethodsandStoppingCriteriaforNeuralMachineTranslation.InProceedingsofEMNLP2018.
资源稀缺语言的翻译
半监督方法
RicoSennrich,BarryHaddow,andAlexandraBirch.2016.ImprovingNeuralMachineTranslationModelswithMonolingualData.InProceedingsofACL2016.YongCheng,WeiXu,ZhongjunHe,WeiHe,HuaWu,MaosongSun,andYangLiu.2016.Semi-SupervisedLearningforNeuralMachineTranslation.InProceedingsofACL2016.TobiasDomhanandFelixHieber.2017.UsingTarget-sideMonolingualDataforNeuralMachineTranslationthroughMulti-taskLearning.InProceedingsofEMNLP2017.AnnaCurrey,AntonioValerioMiceliBarone,andKennethHeafield.2017.CopiedMonolingualDataImprovesLow-ResourceNeuralMachineTranslation.InProceedingsoftheSecondConferenceonMachineTranslation.
无监督方法
NimaPourdamghaniandKevinKnight.2017.DecipheringRelatedLanguages.InProceedingsofEMNLP2017.MikelArtetxe,GorkaLabaka,EnekoAgirre,andKyunghyunCho.2018.UnsupervisedNeuralMachineTranslation.InProceedingsofICLR2018.GuillaumeLample,AlexisConneau,LudovicDenoyer,andMarc'AurelioRanzato.2018.UnsupervisedMachineTranslationUsingMonolingualCorporaOnly.InProceedingsofICLR2018.ZhenYang,WeiChen,FengWang,andBoXu.2018.UnsupervisedNeuralMachineTranslationwithWeightSharing.InProceedingsofACL2018.GuillaumeLample,MyleOtt,AlexisConneau,LudovicDenoyer,andMarc'AurelioRanzato.2018.Phrase-Based&NeuralUnsupervisedMachineTranslation.InProceedingsofEMNLP2018.IftekharNaim,ParkerRiley,andDanielGildea.2018.Feature-BasedDeciphermentforMachineTranslation.ComputationalLinguistics.