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论坛 计量经济学与统计论坛 五区 计量经济学与统计软件 HLM专版
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2014-10-15
MACHINE TRANSLATIONLECTURESFor the time and place of lectures, check here.
No.DateLecturerTopicReading
113.1HaddowIntroduction-
216.1GermannHistory (rule-based systems, up to 1990s)Banko and Brill, Halevy et al., Knight et al.
320.1HaddowEvaluation (automatic and subjective)Koehn Chapter 8; Papineni et al, Callison-Burch et al.
423.1HaddowData (Parallel corpora, comparable corpora)Koehn pp 53 -- 57, Uszkoreit et al.
527.1HaddowLanguage ModelsKoehn Chapter 7, Heafield et al.
630.1GermannWord-based models 1 (IBM Model 1, EM)Koehn Chapter 4: Section 4.1, 4.2
73.2GermannIBM Models in Practice: Word-based Translation and Alignment ModelsKoehn Chapter 4: Section 4.4.1, 4.5
6.2Haddow/GermannTutorialAssignment Clarifications
810.2HuckPhrase-based models 1 (Training)Koehn Chapter 5
913.2HuckPhrase-based models 2 (Decoding)Koehn Chapter 6
1024.2HuckPhrase-based models 3 (Tuning)Koehn Chapter 9: Section 9.3, Hopkins and May
27.2Hoang/HuckTutorial
113.3HuckReorderingKoehn Chapter 10: section 10.3, Birch et al.
126.3HoangSyntax-based Models 1Koehn chaper 11, Hiero
1310.3HoangSyntax-based Models 2Synchronous Grammar Tutorial by D. Chiang
1413.3HoangMore on Syntax-based MT11001 New Features for SMT
1417.3HoangSMT of Spoken Language; Compressed Phrase TablesTBD
1620.3HaddowDomain AdaptationIrvine et al., Sennrich
1724.3GermannGuest lecture by Philipp Koehn: Computer-aided TranslationTBD


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