improvements in dynamic programming beam search for phrase based statistical machine translation
Tài liệu Báo cáo khoa học: "Modified Distortion Matrices for Phrase-Based Statistical Machine Translation" doc
Ngày tải lên :
19/02/2014, 19:20
... word reordering aim at permuting input words in a way that minimizes the reordering needed for translation: deterministic reordering aims at finding a single optimal reordering for each input sentence, ... Federico 2010 Chunkbased verb reordering in VSO sentences for ArabicEnglish statistical machine translation In Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and Metrics ... Angeles, California Association for Computational Linguistics Nizar Habash 2007 Syntactic preprocessing for statistical machine translation In Bente Maegaard, editor, Proceedings of the Machine Translation...
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Báo cáo khoa học: "Partial Matching Strategy for Phrase-based Statistical Machine Translation" pptx
Ngày tải lên :
08/03/2014, 01:20
... Therefore, we incorporation by performing partial matching for phrase translation before decoding The advantage is that the main search algorithm need not be changed For a source phrase f , we search ... Improved statistical machine translation using paraphrases In Proc of NAACL06, pages 17–24 D Chiang 2005 A hierarchical phrase- based model for statistical machine translation In Proc of ACL05, pages ... 2002 A phrasebased joint probabilitymodel for statistical machine translation In Proc of EMNLP02, pages 133–139 F J Och and H Ney 2004 The alignment template approach to statistical machine translation...
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Báo cáo khoa học: "Pivot Language Approach for Phrase-Based Statistical Machine Translation" pot
Ngày tải lên :
08/03/2014, 02:21
... Cross-Lingual Information Retrieval: An Experiment at CLEF 2003 In Proc of CLEF-2003 pages 253-262 Philipp Koehn 2004 Pharaoh: A Beam Search Decoder for Phrase- Based Statistical Machine Translation ... Och 2003 Minimum Error Rate Training in Statistical Machine Translation In Proc of ACL2003, pages 160-167 Mona Diab and Philip Resnik 2002 An Unsupervised Method for Word Sense Tagging using Parallel ... described in Table as training data During training, before estimating the Spanish to French phrase translation probability, we filter those French-English and EnglishSpanish phrase pairs whose translation...
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Báo cáo khoa học: "Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation" potx
Ngày tải lên :
23/03/2014, 14:20
... and Hermann Ney 2008 Improvements in Dynamic Programming Beam Search for Phrase- based Statistical Machine Translation In International Workshop on Spoken Language Translation, pages 195–205, Honolulu, ... factor of 19 in the fastest setting Conclusions This work introduces two extensions to the wellknown beam search algorithm for phrase- based machine translation Both pre-sorting the phrase translation ... agency for innovation References [Delaney et al.2006] Brian Delaney, Wade Shen, and Timothy Anderson 2006 An efficient graph search decoder for phrase- based statistical machine translation In International...
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Báo cáo khoa học: "Syntax-to-Morphology Mapping in Factored Phrase-Based Statistical Machine Translation from English to Turkish" ppt
Ngày tải lên :
07/03/2014, 22:20
... 2007 Exploring different representational units in English-to-Turkish statistical machine translation In Proceedings of Statistical Machine Translation Workshop at the 45th Annual Meeting of the ... reported that translation to Finnish had the worst BLEU scores Using morphology in statistical machine translation has been addressed by many researchers for translation from or into morphologically ... (i) transformations involving nouns and adjectives (Noun+Adj), (ii) transformations involving verbs (Verb), (iii) transformations involving adverbs (Adv), and (iv) transformations involving verbs...
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Báo cáo khoa học: "Translation Model Size Reduction for Hierarchical Phrase-based Statistical Machine Translation" pot
Ngày tải lên :
23/03/2014, 14:20
... Hierarchical Phrase- based Model for Statistical Machine Translation In Proceedings of the 43th Annual Meeting on Association for Computational Linguistics, pages 263–270 David Chiang 2007 Hierarchical Phrase- based ... 2010 Bucking the Trend: Large-Scale Cost-Focused Active Learning for Statistical Machine Translation In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ... the original translation model In addition, our model does not prune the phrases and the hierarchical rules that have reordering within it to prevent information loss of reordering For instance,...
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Tài liệu Báo cáo khoa học: "Phrase-Based Statistical Machine Translation as a Traveling Salesman Problem" docx
Ngày tải lên :
20/02/2014, 07:20
... the remaining cost for completing the translation The variant which is mostly used is a form of beam- search, where several partial candidates are maintained in parallel, and candidates for which ... direct reformulation of these SMT models as TSP instances We believe we are the first to so, working in our case Related work Beam- search decoding In beam- search decoding, candidate translation ... use it as initial point, both for the LK algorithm and for further Beam- Search optimization (where as before we vary the Beam- Search thresholds in order to trade quality for time) In the case...
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Báo cáo khoa học: "Scaling Phrase-Based Statistical Machine Translation to Larger Corpora and Longer Phrases" pptx
Ngày tải lên :
17/03/2014, 05:20
... multilingual corpus for evaluation of machine translation Unpublished Draft Philipp Koehn 2004 Pharaoh: A beam search decoder for phrase- based statistical machine translation models In Proceedings of AMTA ... considerable advances in translation quality with the introduction of phrase- based translation By increasing the size of the basic unit of translation, phrase- based machine translation does away ... matching phrase f using the formula in Equation Calculating phrase translation probabilities ¯e p(f |¯) = Locate all the suffixes in the English suffix array which begin with the phrase e Since...
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Báo cáo khoa học: "Supertagged Phrase-Based Statistical Machine Translation" pot
Ngày tải lên :
31/03/2014, 01:20
... Scientific Research (NWO) VIDI Award P Koehn, “Pharaoh: A Beam Search Decoder for phrasebased Statistical Machine Translation Models”, in Proceedings of AMTA-04, Berlin/Heidelberg, Germany: Springer ... Language Phrases”, in Proceedings of EMNLP, Sydney, Australia, pp.44–52, 2006 D Marcu and W Wong, “A Phrase- Based, Joint Probability Model for Statistical Machine Translation , in Proceedings of ... 2002 F Och, “Minimum Error Rate Training in Statistical Machine Translation , in Proceedings of ACL 2003, Sapporo, Japan, pp.160–167, 2003 References S Bangalore and A Joshi, “Supertagging: An Approach...
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Báo cáo khoa học: "An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation" ppt
Ngày tải lên :
16/03/2014, 20:20
... Qun Liu, and Shouxun Lin 2006 Maximum entropy based phrase reordering model for statistical machine translation In Proceedings of COLINGACL, pages 521–528, July Hui Zhang, Min Zhang, Haizhou Li, ... (2010) for extracting rules from word-aligned PCFG/HPSG forest-string pairs Training and Decoding Frameworks Figure shows the training and tuning progress of the Akamon system Given original bilingual ... comparison of various statistical alignment models Computational Linguistics, 29(1):19–51 Franz Josef Och 2003 Minimum error rate training in statistical machine translation In Proceedings of ACL, pages...
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Báo cáo khoa học: "Bridging Morpho-Syntactic Gap between Source and Target Sentences for English-Korean Statistical Machine Translation" pot
Ngày tải lên :
17/03/2014, 02:20
... tagging considering surface form for an agglutinative language In Proc of ACL Jonghoon Lee, Donghyeon Lee, and Gary Geunbae Lee 2006 Improving phrase- based koreanenglish statistical machine translation ... were used for a tuning set for minimum error rate training, and another 1,500 for development set for analysis experiment We report testing results on the remaining 2,000 sentence pairs for the ... rewrite patterns In Proc of COLING Simon Zwarts and Mark Dras 2007 Syntax -based word reordering in phrase- based statistical machine translation: Why does it work? In Proc of MTSummit XI 236 ...
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Báo cáo khoa học: "Post-ordering by Parsing for Japanese-English Statistical Machine Translation" potx
Ngày tải lên :
30/03/2014, 17:20
... Multi-layer Phrase for Statistical Machine Translation In Proceedings of the 23rd Coling, pages 447–455, Beijing, China, August Coling 2010 Organizing Committee Hideki Isozaki, Tsutomu Hirao, Kevin Duh, ... Post-ordering in Statistical Machine Translation In Proceedings of the 13th Machine Translation Summit, pages 316–323 Roy Tromble and Jason Eisner 2009 Learning Linear Ordering Problems for Better Translation ... Patent Translation in NTCIR-9 PatentMT In Proceedings of NTCIR-9, pages 641–645 Yang Liu, Qun Liu, and Shouxun Lin 2006 Treeto-String Alignment Template for Statistical Machine Translation In Proceedings...
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báo cáo hóa học:" Research Article On Properties of Solutions for Two Functional Equations Arising in Dynamic Programming" pdf
Ngày tải lên :
21/06/2014, 11:20
... equations in dynamic programming, ” Aequationes Mathematicae, vol 17, no 1, pp 1–18, 1978 R Bellman and M Roosta, “A technique for the reduction of dimensionality in dynamic programming, ” Journal ... research is financially supported by Changwon National University in 2009-2010 Fixed Point Theory and Applications 19 References R Bellman, Dynamic Programming, Princeton University Press, Princeton, ... ∀x ∈ S y∈D The aim of this paper is to investigate properties of solutions for the following more general functional equations arising in dynamic programming of multistage decision processes:...
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Orthologous gene-expression profiling in multi-species models: search for candidate genes doc
Ngày tải lên :
09/08/2014, 20:20
... 3) interactions gene is also linked to increased pulmonary microvascular permeability in a sheep model of combined burn and smoke inhalation injury [35] refereed research ADMR, adrenomedullin ... (thromboplastin, tissue factor); FGA, fibrinogen alpha; GADD45A, growth arrest and DNA-damage-inducible, alpha; GJA-1, gap junction protein, alpha (connexin 43); IL-1B, interleukin beta; IL1R2, interleukin ... II; IL-6, interleukin 6; IL-13, interleukin 13; PAI-1 - plasminogen activator inhibitor type 1; PLAUR, plasminogen activator, urokinase receptor; TFF-2, trefoil factor (spasmolytic protein 1) *Not...
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Tài liệu Báo cáo khoa học: "An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation" docx
Ngày tải lên :
19/02/2014, 20:20
... decoding algorithms For example, the toolkit has several useful decoding options, including: standard phrase- based decoding, decoding as parsing, decoding as tree-parsing, and forest -based decoding ... Toolkit for Parsing -Based Machine Translation In Proc of the Workshop on Statistical Machine Translation, pages 135–139 Yang Liu, Qun Liu and Shouxun Lin 2006 Tree-toString Alignment Template for Statistical ... algorithm for statistical machine translation In Proc of ACL1996, pages 152–158 Deyi Xiong, Qun Liu and Shouxun Lin 2006 Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation...
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Tài liệu Báo cáo khoa học: "Unsupervised Search for The Optimal Segmentation for Statistical Machine Translation" doc
Ngày tải lên :
20/02/2014, 04:20
... El-Kahlout 2007 Exploring different representational units in English-to-Turkish statistical machine translation In Proceedings of the Second Workshop on Statistical Machine Translation, pages 25–32, ... El-Kahlout and Kemal Oflazer 2006 Initial explorations in English to Turkish statistical machine translation In Proceedings of the Workshop on Statistical Machine Translation, pages 7– 14, New York ... algorithm for segmentation and word discovery Machine Learning, 34(1):71–105 35 Adam Lopez and Philip Resnik 2006 Word -based alignment, phrase- based translation: What’s the link? In Proceedings of...
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Tài liệu Báo cáo khoa học: "Incremental Syntactic Language Models for Phrase-based Translation" pptx
Ngày tải lên :
20/02/2014, 04:20
... Kevin Knight, and Kenji Yamada 2003 Syntax -based language models for statistical machine translation In Proceedings of the Ninth Machine Translation Summit of the International Association for Machine ... tree-to-tree alignmentbased model for statistical machine translation In Proceedings of the 11th Machine Translation Summit of the International Association for Machine Translation, pages 535–542 ... study of smoothing techniques for language modeling Technical report, Harvard University Colin Cherry 2008 Cohesive phrase- based decoding for statistical machine translation In Proceedings of the...
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Tài liệu Báo cáo khoa học: "A Syntax-Driven Bracketing Model for Phrase-Based Translation" pptx
Ngày tải lên :
20/02/2014, 07:20
... References Colin Cherry 2008 Cohesive Phrase- based Decoding for Statistical Machine Translation In Proceedings of ACL David Chiang 2005 A Hierarchical Phrase- based Model for Statistical Machine Translation ... Shouxun Lin 2006 Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation In Proceedings of ACL-COLING 2006 Deyi Xiong, Min Zhang, Aiti Aw, and Haizhou Li 2008 Linguistically ... bracketing instances from a training corpus In section we elaborate the syntax-driven bracketing model, including feature generation and the integration of the SDB model into phrase- based SMT In...
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Tài liệu Báo cáo khoa học: "A Phrase-based Statistical Model for SMS Text Normalization" ppt
Ngày tải lên :
20/02/2014, 12:20
... consensus translation technique to bootstrap parallel data using off-the-shelf translation systems for training a hierarchical statistical translation model for general domain instant messaging used in ... Bootstrapping Bilingual Data using Consensus Translation for a Multilingual Instant Messaging System COLING-2002 K Toutanova and R C Moore 2002 Pronunciation Modeling for Improved Spelling Correction ... retain the meaning Thus we need to consider only monotone alignment at phrase level, i.e., k = ak , as in equation (4) In addition, the word-level reordering within phrase is learned during training...
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Tài liệu Báo cáo khoa học: "ADP based Search Algorithm for Statistical Machine Translation" docx
Ngày tải lên :
20/02/2014, 18:20
... meaning of the input Incorrect translations are ungrammatical or convey little meaningful information or the information is different from the input Examples for each category are given in Table ... additional parameter into the recursion formula for DP In the following, we will explain this method in detail 2.3 Recursion F o r m u l a for D P In the DP formalism, the search process is described ... of Statistical Machine Translation: Parameter Estimation Computational Linguistics, 19(2):263-311 I Dagan, K W Church, and W A Gale 1993 Robust Bilingual Word Alignment for Machine Aided Translation...
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