Integrated linguistic to Statistical Machine Translation = Tích hợp thông tin ngôn ngữ vào dịch máy tính thống kê

... Semi-supervised Model Adaptation for Statistical Machine Translation Machine Translation, pages 77-94 Hua Wu, Haifeng Wang and Chengqing Zong 2008 Domain Adaptation for Statistical Machine Translation with ... out-of-domain translation model for domain-specific translation task In detail, we build an adapted translation model in the following steps: • Bui...

Ngày tải lên: 19/02/2014, 19:20

... Chunk-lattices for verb reordering in ArabicEnglish statistical machine translation Machine Translation, Published Online David Chiang 2005 A hierarchical phrase-based model for statistical machine ... testing for statistical machine translation: Controlling for optimizer instability In Proceedings of the Association for Computational Lingustics, ACL 2011, Portland,...

Ngày tải lên: 19/02/2014, 19:20

... the word order in target language To this end, we propose a simple but effective ranking-based approach to word reordering The ranking model is automatically derived from the word aligned ... baseline system for In order to show whether the improved performance is really due to improved reordering, we would like to measure the reorder performance directly 917 Reorder...

Ngày tải lên: 19/02/2014, 19:20

... human-aided translations according to the automatic metric For this, we consider in each translation case c, the worse automatic translation t that equals or improves the human-aided translation ... ontology are not enough to deal with them This conclusion motivates the incorporation of linguistic processing into automatic evaluation metrics In order to check the robustn...

Ngày tải lên: 20/02/2014, 07:20

... Joint Source-Channel Model for Machine Transliteration In Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics Wei-Hao Lin and Hsin-Hsi Chen 2002 Backward Machine ... transliterator described in section to the tagged items We limit this transliteration to words that occur up to 50 times in the training corpus for single token names (or up to 10...

Ngày tải lên: 20/02/2014, 09:20

... for the baseline system and a 4-grams for segmented Arabic The average sentence length is for English, for Arabic, and 10 for segmented Arabic Since most of the data was originally intended for ... segmented clitics For example, for the word wlAwlAdh (’and for his kids’), the factored words are AwlAd and w+l+N+P:3MS We use two language models: a trigram for surface words a...

Ngày tải lên: 20/02/2014, 09:20

... 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 ... we intend to look at in the very near future Conclusions We have presented a novel way to incorporate source syntactic structure in English- to- Turkish phrase-based...

Ngày tải lên: 07/03/2014, 22:20

... maximum mutual information and minimum classification error training for statistical machine translation In Proceedings of the Tenth Conference of the European Association for Machine Translation ... avoid notational overhead Tree-to-String Alignment Template A tree-to-string alignment template z is a triple ˜ ˜ ˜ ˜ T , S, A , which describes the alignment A be˜ = T (F J )...

Ngày tải lên: 17/03/2014, 04:20

... arrays to parallel corpora to calculate phrase translation probabilities 4.1 Applied to parallel corpora In order to adapt suffix arrays to be useful for statistical machine translation we need a data ... implementations, and consequently longer phrases generally lead to better translation quality 3.1 length Why use phrases? Statistical machine translation...

Ngày tải lên: 17/03/2014, 05:20

... of linguistically classifying translation phrases to improve statistical machine translation performance has been presented This classification allows for a better translation modeling and a generalization ... word forms, POS-tags and word lemmas, and map the resulting expression to the lemma of the head verb (see Figure for some rules and examples of detected verbs) This i...

Ngày tải lên: 17/03/2014, 06:20

... problem we solve, i.e private access to a phrase table or other resources for the purpose of performing statistical machine translation Private access to electronic information in general, however, ... all source phrases up to a predefined length for all sentences in a given file This mirrors the standard practice of filtering the phrase table for a given source file to...

Ngày tải lên: 23/03/2014, 14:20

... Probabilities for Statistical Machine Translation In HLT/NAACL: Proceedings of the Workshop on Statistical Machine Translation Simona Gandrabur and George Foster 2003 Confidence Estimation for Translation ... Measures for Machine Translation In Proceedings of EAMT 2009 Alberto Sanchis, Alfons Juan and Enrique Vidal 2007 Estimation of Confidence Measures for Machine...

Ngày tải lên: 23/03/2014, 16:20

... this approach achieves the best result within certain distortion limit and is therefore not a good model for global reordering There are a few attempts to the preprocessing approach to reordering ... Papineni 2006 Distortion Models for Statistical Machine Translation Proceedings for ACL 2006 Michael Collins, Philipp Koehn, and Ivona Kucerova 2005 Clause Restructuring fo...

Ngày tải lên: 31/03/2014, 01:20

... oi = M if − ai−1 = • oi = S if − ai−1 = −1 • oi = D if − ai−1 = ±1 At decoding time, they define there feature function such as: • fm = n i=1 log p(oi = M | ) • fs = n i=1 log p(oi = S| ) • fd = ... like to give a brief of Statistical Machine Translation (SMT), to address the problem, the motivations of our work, and the main contributions...

Ngày tải lên: 25/03/2015, 09:44

... quát để áp dụng cho trƣờng hợp để trƣờng hợp đạt hiệu cao Trong khuôn khổ luận văn thạc sỹ, chọn đề tài Tích hợp ý kiến ngôn ngữ xác định độ trí nhóm chuyên gia - Ứng dụng đánh giá giáo dục nhằm ... ngôn ngữ xác định độ trí nhóm chuyên gia ý kiến chung Ứng dụng đánh giá giáo dục Hƣớng nghiên cứu đề tài - Nghiê...

Ngày tải lên: 24/08/2015, 15:36