Báo cáo khoa học: "A Polynomial-Time Algorithm for Statistical Machine Translation" pot

... Association for Computational Linguistics, pages 834–843, Uppsala, Sweden, 11-16 July 2010. c 2010 Association for Computational Linguistics Bilingual Sense Similarity for Statistical Machine Translation ... units. Therefore, questions emerge: how good is the sense similarity computed via VSM for two units from parallel corpora? Is it useful for multi- lingual applications,...

Ngày tải lên: 20/02/2014, 04:20

... end for 12: end for 13: for each hypothesis           do 14: compute HM decoding features for  15: add  to     16: end for 17: for ... rules. Algorithm 1: BTG-based HM Decoding 1: for each component model   do 2: output the search space    for the input  3: end for 4: for  to      d...

Ngày tải lên: 07/03/2014, 22:20

... 1) for j = 1 to qc(x) do for i = 1 to k do h i (x) ← hash of event {x, j} under h i BF[h i (x)] ← 1 end for end for end for return BF 3.1 Log-frequency Bloom filter The efficiency of our scheme for ... 2007. c 2007 Association for Computational Linguistics Randomised Language Modelling for Statistical Machine Translation David Talbot and Miles Osborne School of Informatics,...

Ngày tải lên: 17/03/2014, 04:20

... Cohesive phrase-Based decoding for statistical machine translation. In ACL- HLT. Andrew Finch and Eiichiro Sumita. 2008. Dynamic model interpolation for statistical machine transla- tion. In SMT ... trees offer very useful but imperfect reordering constraints for statis- tical machine translation. A lot of effort has been made for soft applications of syntactic constrai...

Ngày tải lên: 23/03/2014, 16:20

... Association for Computational Linguistics:shortpapers, pages 176–181, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics Better Hypothesis Testing for Statistical Machine ... experimen- tal outcomes, and make recommendations for reporting results more accurately. 1 Introduction The need for statistical hypothesis testing for ma- chine trans...

Ngày tải lên: 23/03/2014, 16:20

... Association for Computational Linguistics:shortpapers, pages 182–187, Portland, Oregon, June 19-24, 2011. c 2011 Association for Computational Linguistics Bayesian Word Alignment for Statistical Machine ... Initialize A 2 for k = 1 to K do 3 for each sentence-pair s in (E, F) do 4 for j = 1 to J do 5 for i = 0 to I do 6 Calculate P (a j = i| · · · ) according to (7) 7 Sampl...

Ngày tải lên: 23/03/2014, 16:20

... 2011. c 2011 Association for Computational Linguistics Pre- and Postprocessing for Statistical Machine Translation into Germanic Languages Sara Stymne Department of Computer and Information Science Link ¨ oping ... which can both moti- vate and evaluate the studies performed. 1 Introduction Statistical machine translation (SMT) is based on training statistical models from large...

Ngày tải lên: 23/03/2014, 16:20

... Using POS Information for Statistical Machine Translation into Morphologically Rich Languages Nicola Ueffing and Hermann Ney Lehrstuhl ftir Informatik VI - Computer Science ... lan- guages, the English word forms often do not contain enough information for producing the correct fullform in the target language. We investigate meth- ods for improving the quality of such translations...

Ngày tải lên: 31/03/2014, 20:20

... little interest for the structure-based alignment model if we have to manually find 1360 the language structures and write a grammar for them, since the primary merit of statistical machine translation ... equivalent classes. The mutual information clustering algorithm( Brown et al., 1992) were used for this. Phrasing: The equivalent class sequence Cl, c2, c k forms a phra...

Ngày tải lên: 08/03/2014, 06:20

... candidates, as well as one text stream. The algorithm is implemented on the machine in linear time for the number of candidates, while conven- tional sequential algorithms are implemented in combinational ... Step 2 for Procedure 1 are implemented in each state for (a), (b), (c), (d), (e), and so on. In state (a) for Fig. 4, the index memory's out- put expresses the a...

Ngày tải lên: 21/02/2014, 20:20