discriminative feature tied mixture modeling for statistical machine translation

... Model Adaptation for Statisti-cal Machine Translation Machine Translation, pages 77-94. Hua Wu, Haifeng Wang and Chengqing Zong 2008 Do-main Adaptation for Statistical Machine Translation with ... Workshop on Statistical Machine Translation, pages 128-135 George Foster, Cyril Goutte and Roland Kuhn 2010 Discriminative Instance Weighting for Domain Adap-tation in Statistical Machine Translation ... toolkit for statistical machine translation In Proc of ACL 2007, Demonstration Session, pages 177-180. Yang Liu, Qun Liu and Shouxun Lin 2006 Tree-to-String Alignment Template for Statistical Machine

Ngày tải lên: 19/02/2014, 19:20

... 2009 Discriminative Phrase Selection for SMT In: Goutte et al (ed.), Learning Machine Translation MIT Press K Gimpel and N A Smith 2008 Rich Source-Side Context for Statistical Machine Translation ... Sense Disambiguation Improves Statistical Machine Translation In: Proceedings of ACL, Prague D Chiang 2005 A hierarchical phrase-based model for statistical machine translation In: Proceedings ... 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, such as statistical machine translation

Ngày tải lên: 20/02/2014, 04:20

... smorgasbord of features for statistical machine translation In Proceedings of HLT-NAACL 2004. Och, F J., Tillmann, C., and Ney, H (1999) Improved align-ment models for statistical machine translation ... statistical machine translation In Proceed-ings of EMNLP 2002. Melamed, I D (2004) Statistical machine translation by pars-ing In Proceedings of ACL 2004. Niessen, S and Ney, H (2004) Statistical machine ... mathematics of statistical machine translation. Computational Linguistics, 19(2):263–313. Charniak, E., Knight, K., and Yamada, K (2003) Syntax-based language models for statistical machine translation

Ngày tải lên: 20/02/2014, 15:20

... Southern California, Los Angeles. Richard Zens and Hermann Ney. 2006. Discriminative reordering models for statistical machine translation. In Proceedings on the Workshop on Statistical Machine Translation, ... Chunk-lattices for verb reordering in Arabic- English statistical machine translation. Machine Trans- lation, Published Online. David Chiang. 2005. A hierarchical phrase-based model for statistical machine ... Asso- ciation for Computational Linguistics. Minwei Feng, Arne Mauser, and Hermann Ney. 2010. A source-side decoding sequence model for statistical machine translation. In Conference of the Association for

Ngày tải lên: 19/02/2014, 19:20

... Sta-tistical Machine Translation. Andrew Finch and Eiichiro Sumita 2008 Dynamic model interpolation for statistical machine transla-tion In Proceedings of the Third Workshop on Statistical Machine Translation, ... adaptation for statistical machine translation In Proceedings of the Second Work-shop on Statistical Machine Translation, StatMT ’07, pages 224–227, Stroudsburg, PA, USA Asso-ciation for Computational ... combination eliminates the need for data selection, offering a robust baseline for domain-specific machine translation We will discuss three mixture modelling tech-niques for translation models Our aim

Ngày tải lên: 17/03/2014, 22:20

... Domain adaptation for statistical machine translation with monolingual resources In Proceedings of the Fourth Workshop on Statistical Machine Translation, pages 182–189 Association for Computational ... the use of machine translation resources for englishjapanese cross-language information retrieval In In Proceedings of MT Summit VII Workshop on Machine Translation for Cross Language Information ... in domain adaptation for statistical machine translation In Proceedings of the Second Workshop on Statistical Machine Translation, StatMT 118 ’07, pages 224–227 Association for Computational Linguistics

Ngày tải lên: 24/03/2014, 03:20

... Why machine translation? 9 2.4 Process of machine translation 9 2.5 Machine Translation Approaches 10 2.5.1 Rule-Based Machine Translation Approach 10 2.5.2 Corpus-based Machine Translation ... driven machine translation, is an alternative approach for machine translation to overcome the problem of knowledge acquisition problem of rule based machine translation Corpus Based Machine Translation ... dictionaries 2.5.2 Corpus-based Machine Translation Approach Corpus based machine translation also called data driven machine translation is an alternative approach for machine translation to overcome

Ngày tải lên: 14/08/2017, 16:47

... toolkit for statistical machine translation, in: Proceedings of ACL, Demonstration Session, 2007 [12] N Yang, M Li, D Zhang, N Yu, A ranking-based approach to word reordering for statistical machine ... sentences; for each dependency tree for each family in tree generate pattern get order from set of rules based on pattern apply transform end for Build new sentence; end for 5.3 Training Data for Preordering ... Marcu, Statistical phrase-based translation, in: Proceedings of HLT-NAACL 2003, Edmonton, Canada, 2003, pp 127–133 [2] D Chiang, A hierarchical phrase-based model for statistical machine translation,

Ngày tải lên: 11/12/2017, 11:14

... projection for statistical machine translation, ACM Transactions on Asian and Low-Resource Language Information Processing 14 (3) (2015) 13 N Habash, Syntactic preprocessing for statistical machine translation, ... English sentence using Stanford Parser Moses [7] is open source toolkit for statistical machine translation system that allows automatically train translation models for any language pair When ... neural reordering model for statistical machine translation, arXiv preprint arXiv:1702.04510, 2017 [22] U Lerner, S Petrov, Source-side classifier preordering for machine translation., in: EMNLP,

Ngày tải lên: 29/01/2020, 23:17

... Association for Computational Linguistics, 2007, pp 128-135 [9] George Foster, Boxing Chen, Roland Kuhn, Simulating discriminative training for linear mixture adaptation in statistical machine translation, ... outperformed the baseline system Our system improved on the quality of machine translation in the legal domain up to 0.9 BLEU scores over the baseline system,… Keywords: Machine Translation, Statistical ... phrase-based statistical machine translation system There is some translation knowledge that can be used as language models, translation models, etc The combination of component models (language model, translation

Ngày tải lên: 25/09/2020, 11:21

... Keywords: Natural Language Processing, Machine Translation, Phrase-based Statistical Machine Translation. 1 Introduction Phrase-based statistical machine translation [1] is the state-of-the-art ... for the parameter α: d(ai− bi−1)= α|a i −b i−1 −1| (2) Trang 5Moses [11] is open source toolkit for statisticalmachine translation system that allows automat-ically train translation models for ... sentences; for each dependency tree do for each family in tree do generate pattern get order from set of rules based on pattern apply transform end for Build new sentence; end for 5.3 Training Data for

Ngày tải lên: 17/03/2021, 20:26

... decoding outper- forms various strong baselines including mix- ture models, the current state-of-the-art for do- main adaptation in machine translation. 1 Introduction Statistical machine translation ... translation model by fixing a lan- guage model for all the experiments. We expect do- main adaptation for machine translation can be im- proved further by combining orthogonal techniques for translation ... Federico. 2009. Do- main adaptation for statistical machine translation with monolingual resources. In Proceedings of the Fourth Workshop on Statistical Machine Translation, StatMT ’09, pages 182–189,

Ngày tải lên: 19/02/2014, 19:20

... toolkit for statistical machine transla-tion In Proceedings of the 45th ACL–demonstration session, pages 177–180. Philipp Koehn 2005 Europarl: A parallel corpus for statistical machine translation ... Durgar-El-Kahlout 2007. English-to-Turkish statistical machine translation. In Proceedings of Statistical Machine Translation Workshop at the 45th Annual Meeting of the Association for Computational Linguistics, ... scores for a variety of transforma-tion combinatransforma-tions We can see that every transformation improves 15 Note than in this case, the translations would be gener-ated in the same format,

Ngày tải lên: 07/03/2014, 22:20

... models for statistical machine translation In Proceed-ings of AMTA. Sylvain Raybaud, Caroline Lavecchia, David Langlois, and Kamel Sma¨ıli 2009 New confidence measures for statistical machine translation ... and Kenji Yamada. 2003 Syntax-based language models for statistical machine translation In Proceedings of MT Summit IX. Intl Assoc for Machine Translation. David Chiang 2007 Hierarchical phrase-based ... Language Models in Statistical Machine Translationwith Backward N-grams and Mutual Information Triggers Deyi Xiong, Min Zhang, Haizhou Li Human Language Technology Institute for Infocomm Research

Ngày tải lên: 07/03/2014, 22:20

... source toolkit for statistical machine translation In Proceedings of the ACL-2007 Demo and Poster Sessions. Philipp Koehn 2005 Europarl: A parallel corpus for statistical machine translation In ... hierarchical phrase-based model for statistical machine translation In Pro-ceedings of ACL. Hal Daum´e and Jagadeesh Jagarlamudi 2011 Do-main adaptation for machine translation by mining unseen ... the 2010 joint workshop on sta-tistical machine translation and metrics for machine translation In Proceedings of the Workshop on Sta-tistical Machine Translation. Jaime Carbonell, Steve Klein,

Ngày tải lên: 24/03/2014, 03:20

... example based machine translation comes from thematching criteria, the length of the fragments, etc 1.2.3.2 Statistical Machine Translation Extending the idea of using statistical for speech recognition, ... rules 22 3 Size of phrase tables 23 4 Translation performance for the English-Vietnamese task 23 Trang 5List of Figures1 The machine translation pyramid 3 2 The concept architecture ... give a brief of Statistical Machine Translation (SMT), to address the problem, the motivations of our work, and the main contributions ofthis thesis Firstly, we introduce the Machine Translation

Ngày tải lên: 25/03/2015, 09:44

... should be and do For that, I am forever grateful I also owe a similar debt to Dr Min Zhang of Institute for Infocomm Research who first welcomed me to the field of Statistical Machine Translation ... Trang 10 Reordering in Statistical Machine Translation: A Function Word, Syntax-based Approach Hendra Setiawan In this thesis, we investigate a specific area within Statistical Machine Trans- lation ... Trang 1 Reordering in Statistical Machine Translation: A Function Word, Syntax-based Approach Hendra Setiawan Submitted in partial fulfillment of the requirements for the degree of Doctor

Ngày tải lên: 14/09/2015, 08:47

... of the 2010 joint workshop on statistical machine translation and metrics for machine translation Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR (pp ... Parallel Corpus for Statistical Machine Translation Conference Proceedings: the tenth Machine Translation Summit (pp 79–86) Phuket, Thailand: AAMT Koehn, P (2010) Statistical machine translation ... english-vietnamese-english statistical machine translation RIVF (pp 1–4) Nguyen, T P., & Shimazu, A (2006a) Improving phrase-based statistical machine translation with morphosyntactic transformation Machine Translation,

Ngày tải lên: 07/03/2020, 18:28

... example based machine translation comes from thematching criteria, the length of the fragments, etc 1.2.3.2 Statistical Machine Translation Extending the idea of using statistical for speech recognition, ... rules 22 3 Size of phrase tables 23 4 Translation performance for the English-Vietnamese task 23 Trang 5List of Figures1 The machine translation pyramid 3 2 The concept architecture ... give a brief of Statistical Machine Translation (SMT), to address the problem, the motivations of our work, and the main contributions ofthis thesis Firstly, we introduce the Machine Translation

Ngày tải lên: 27/06/2022, 08:52

... the aforementioned MT pyramid The following section further introduces about the statistical approach to machine translation 1.1.1 Statistical Machine Translation Statistical machine translation ... Figure 1.1: The machine translation pyramid 2 Figure 1.2: Structure of typical statistical machine translation system 5 Figure 1.3: Architecture of the statistical machine translation ... typical statistical machine translation system Architecture of the statistical machine translation approach based on Bayes’ rule is shown in Fig 1.3 Figure 1.2: Structure of typical statistical machine

Ngày tải lên: 24/11/2022, 11:14