Báo cáo khoa học: "Applying Morphology Generation Models to Machine Translation" docx

Báo cáo khoa học: "Applying Morphology Generation Models to Machine Translation" docx

Báo cáo khoa học: "Applying Morphology Generation Models to Machine Translation" docx

... Association for Computational Linguistics Applying Morphology Generation Models to Machine Translation Kristina Toutanova Microsoft Research Redmond, WA, USA kristout@microsoft.com Hisami Suzuki Microsoft ... base MT system. In the second setting, we allow the model to use up to 100 translations, and to automatically select the best number to use. As seen in Table 3, (n=16)...
Ngày tải lên : 08/03/2014, 01:20
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Tài liệu Báo cáo khoa học: "Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages" docx

Tài liệu Báo cáo khoa học: "Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages" docx

... Phrase-Based Backoff Models for Machine Translation of Highly Inflected Languages Mei Yang Department of Electrical Engineering University of Washin g ton Seattle, WA, USA yangmei@ee.washington.edu Katrin ... dis- counting factor (generally between 0 and 1) that is applied to the higher-order distribution. The nor- malization factor α(w i−1 , w i−2 ) ensures that the distribution sums t...
Ngày tải lên : 22/02/2014, 02:20
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Báo cáo khoa học: "Word Sense Disambiguation Improves Statistical Machine Translation" docx

Báo cáo khoa học: "Word Sense Disambiguation Improves Statistical Machine Translation" docx

... {c 1 –e 3 ,c 2 –e 4 ,c 3 –e 1 ,c 3 –e 2 ,c 3 –e 5 }, which means that c 1 is aligned to e 3 , c 2 is aligned to 1 In order to check this requirement, we extended Hiero to make word alignment information available to the decoder. 36 Input: rule R ... WSD To incorporate WSD into Hiero, we use the trans- lations proposed by the WSD system to help Hiero obtain a better or more proba...
Ngày tải lên : 08/03/2014, 02:21
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Tài liệu Báo cáo khoa học: "Bilingual Sense Similarity for Statistical Machine Translation" ppt

Tài liệu Báo cáo khoa học: "Bilingual Sense Similarity for Statistical Machine Translation" ppt

... assured to be the same. Therefore, we need to first map a vector into the space of the other vec- tor, so that the similarity can be calculated. Fung (1998) and Rapp (1999) map the vector one- dimension -to- one-dimension ... one- dimension -to- one-dimension (a context word is a dimension in each vector space) from one lan- guage to another language via an initial bilingual dictio...
Ngày tải lên : 20/02/2014, 04:20
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Tài liệu Báo cáo khoa học: "Quadratic-Time Dependency Parsing for Machine Translation" pdf

Tài liệu Báo cáo khoa học: "Quadratic-Time Dependency Parsing for Machine Translation" pdf

... m-word, m-pos to refer to head and modi- fier words and POS tags, and append a numerical value to shift the word offset either to the left or to the right (e.g., h-pos+1 is the POS to the right ... language models are key to state-of- the-art performance (Brants et al., 2007), and the ability of phrase-based decoders to handle large-size, high-order language models with no...
Ngày tải lên : 20/02/2014, 07:20
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Tài liệu Báo cáo khoa học: "Re-Usable Tools for Precision Machine Translation∗" pdf

Tài liệu Báo cáo khoa học: "Re-Usable Tools for Precision Machine Translation∗" pdf

... LOGON MT demonstrator assembles independently valuable general-purpose NLP components into a machine trans- lation pipeline that capitalizes on output quality. The demonstrator embodies an in- teresting ... to right, the corpus sub-division by input length, total number of items, and average string length, ambiguity rate, grammat- ical coverage, and generation time, respectively. transl...
Ngày tải lên : 20/02/2014, 12:20
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Báo cáo khoa học: "Prediction of Learning Curves in Machine Translation" ppt

Báo cáo khoa học: "Prediction of Learning Curves in Machine Translation" ppt

... vector of feature weights specific to predicting at anchor size j, and φ is a vector of size- independent configuration features, detailed below. We then perform inference using these models to predict ... train models to predict the BLEU score at m anchor sizes s 1 , . . . , s m , based on a set of features globally char- acterizing the configuration of interest. We restrict our atten...
Ngày tải lên : 07/03/2014, 18:20
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Báo cáo khoa học: "Sentence Simplification by Monolingual Machine Translation" pdf

Báo cáo khoa học: "Sentence Simplification by Monolingual Machine Translation" pdf

... prison and sentenced him to twenty years to life , slightly less than the maximum possible of twenty-five years to life . Simple Wikipedia he was sentenced to twenty-five years to life in prison in ... years to life to life . PBMT-R the judge ordered that chapman should get psychiatric treatment in prison and sentenced him to twenty years to life , a little bit less than the h...
Ngày tải lên : 07/03/2014, 18:20
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Báo cáo khoa học: "Hypothesis Mixture Decoding for Statistical Machine Translation" ppt

Báo cáo khoa học: "Hypothesis Mixture Decoding for Statistical Machine Translation" ppt

... Template Approach to Statistical Machine Transla- tion. Computational Linguistics, 30(4): 417-449. Kishore Papineni, Salim Roukos, Todd Ward, and Weijing Zhu. 2002. BLEU: a method for automatic evaluation ... 22,660 entries is used to convert  and    into their stem forms   and     by replacing each word into its stem form. This feature is computed similarly to th...
Ngày tải lên : 07/03/2014, 22:20
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Báo cáo khoa học: "A Noisy-Channel Approach to Question Answering" docx

Báo cáo khoa học: "A Noisy-Channel Approach to Question Answering" docx

... “legal” is related to “rule”, which in turn is related to “mandatory”; that “age” is related to “aged”; and that “Argentine” is related to “Argentina”. It is not difficult to see by now that ... generative story (Figure 1 lists some of the factors specific to this computation.) The readers familiar with the statistical machine translation (SMT) literature should recognize...
Ngày tải lên : 08/03/2014, 04:22
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