minimum error rate training in statistical machine translation

... challenges when building a statistical machine translation system for a specific domain The task of determining which parallel texts should be included for training, and which ones hurt translation performance, ... of Machine Translation Systems In Proceedings of the EMNLP 2011 Workshop on Statistical Machine Translation Andrew Finch and Eiichiro Sumita 2008 Dynamic model interpolation for statistical machine ... 2010 Discriminative instance weighting for domain adaptation in statistical machine translation In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, pages

Ngày tải lên: 17/03/2014, 22:20

... Computational Linguistics Och, Franz Josef 2003 Minimum error rate training in statistical machine translation In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, ... following the recent trend of using syntactic formalisms in modeling reordering In 158 2001 Fast decoding and optimal decoding for machine translation In Proceedings of 39th Annual Meeting of ... Hermann Ney 2002 Discriminative training and maximum entropy models for statistical machine translation In Proceedings of 40th Annual Meeting of the Association for Computational Linguistics, pages

Ngày tải lên: 14/09/2015, 08:47

... Och, Minimum error rate training in statistical machine translation, In Proceedings of ACL, 2003, pp.160-167 [25] Andreas Stolcke, Srilm - an extensible language modeling toolkit, in proceedings ... 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 Machine Translation, ... discriminative training for linear mixture adaptation in statistical machine translation, Proceedings of the MT Summit, 2013 [10] Hoang Cuong, Khalil Sima’an, and Ivan Titov, Adapting to all domains

Ngày tải lên: 25/09/2020, 11:21

... Hopkins University Franz Josef Och 2003 Minimum error rate training in statistical machine translation In ACL ’03: Proceedings of the 41st Annual Meeting on Association for Computational Linguistics, ... Machine Translation and Cross-lingual Information Retrieval In this context the reranking framework doesn’t only allow enriching the baseline translation model but also performing training using ... Christof Monz, and Josh Schroeder 2009 Findings of the 2009 Workshop on Statistical Machine Translation In Proceedings of the Fourth Workshop on Statistical Machine Translation, pages 1–28, Athens,

Ngày tải lên: 24/03/2014, 03:20

... 2009. Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices. In Proceed- ings of the Association for Computational Linguis- tics, pages ... 2009. Joint Decoding with Multiple Translation Models. In Proceedings of the Association for Computational Linguistics, pages 576-584. Franz Och. 2003. Minimum Error Rate Training in Sta- tistical ... 2010. Mixture Model-based Minimum Bayes Risk Decoding using Multiple Machine Translation Sys- tems. In Proceedings of the International Conference on Computational Linguistics, pages 313-321.

Ngày tải lên: 07/03/2014, 22:20

... for Statistical Machine Trans- lation. In Proceedings of the Third Workshop on Statistical Machine Translation, pages 9–17. Barbara J. Grosz, Scott Weinstein and Aravind K. Joshi. 1995. Centering: ... Issues in Machine Translation, July 5-7, Leuven, Belgium, pages 5–7. Ruslan Mitkov. 1999. Introduction: Special Issue on Anaphora Resolution in Machine Translation and Multilingual NLP. Machine Translation, ... Christof Monz and Omar Zaidan. 2011. Findings of the 2011 Workshop on Statistical Machine Translation. In Proceedings of the Sixth Workshop on Statistical Machine Translation, pages 22–64. Mona Diab.

Ngày tải lên: 17/03/2014, 22:20

... Statistical Machine Translation: From Single-Word Models to Alignment Templates Ph.D thesis, RWTH Aachen Franz Josef Och 2003 Minimum error rate training for statistical machine translation In ... for statistical machine translation In Proceedings of the Machine Translation Summit Shankar Kumar and William Byrne 2004 Local phrase reordering models for statistical machine translation In ... Omar Zaidan 2010 Findings of the 2010 joint workshop on statistical machine translation and metrics for machine translation In Proceedings of the Workshop on Statistical Machine Translation Jaime

Ngày tải lên: 24/03/2014, 03:20

... Overview of machine translation 2.2 Machine translation 2.3 Why machine translation? 2.4 Process of machine translation 2.5 Machine Translation ... English-Amharic statistical machine translation 26 2.7.2 Bidirectional English-Amharic Machine Translation: An Experiment using Constrained Corpus 27 2.7.3 English-Afaan Oromo machine translation: ... using statistical approach29 2.7.4 Bidirectional English-Afaan Oromo Machine Translation Using Hybrid Approach 30 2.7.5 Intelligent hybrid man -machine translation Evaluation 31 2.7.6 Chinese-English

Ngày tải lên: 14/08/2017, 16:47

... model trained on target monolingual corpus, which is proven to be useful for improving translation quality in statistical machine translation (SMT) NMT need much more training time In [9], NMT ... preprocessing step in phrasebased machine translation As the same with [13], we also applied preprocessing in both training and decoding time Brief Description of the Baseline Phrasebased SMT In this ... Sima’an, Examining the relationship between preordering and word order freedom in machine translation, in: Proceedings of the First Conference on Machine Translation (WMT16), Berlin, Germany,

Ngày tải lên: 11/12/2017, 11:14

... preprocessing step in phrase-based machine translation As the same with [18], we also applied preprocessing in both training and decoding time Brief description phrase-based SMT of the baseline In this ... projection for statistical machine translation Joachim Daiber [16] presented a novel examining the relationship between preordering and word order freedom in Machine Translation Chenchen Ding, [4] ... Keywords: Natural Language Processing, Machine Translation, Phrase-based Statistical Machine Translation Introduction* strengths of phrases, while incorporating syntax into SMT Some approaches were

Ngày tải lên: 29/01/2020, 23:17

... on Advances in Natural Language Processing (pp 476–487) Berlin, Heidelberg: Springer-Verlag Och, F J (2003) Minimum error rate training in statistical machine translation Proceedings of the 41st ... for minimum error rate training of machine translation systems The Prague Bulletin of Mathematical Linguistics, 91, 79–88 Zens, R., Och, F J., & Ney, H (2002) Phrase-based statistical machine translation ... Son-Bao, Pham Refining Lexical Translation Training Scheme for Improving The Quality of Statistical Phrase-Based Translation In Proceedings of the 3th international symposium on Information and

Ngày tải lên: 07/03/2020, 18:28

... model trained on target monolingual corpus, which is proven to be useful for improving translation quality in statistical machine translation (SMT) NMT need much more training time In [9], NMT ... preprocessing step in phrasebased machine translation As the same with [13], we also applied preprocessing in both training and decoding time Brief Description of the Baseline Phrasebased SMT In this ... Sima’an, Examining the relationship between preordering and word order freedom in machine translation, in: Proceedings of the First Conference on Machine Translation (WMT16), Berlin, Germany,

Ngày tải lên: 17/03/2021, 20:26

... 1.2 Machine Translation Approaches Figure 1: The machine translation pyramid 1.2.1 Interlingua The interlingua systems (Farwell and Wilks, 1991; Mitamura, 1999) are based on the idea of finding ... D-Structure 1.2 Machine Translation Approaches In this section, we would like to give a short of approaches in the field of machine translation We would like to begin with complex method (interlingua) ... idea is behind it, is finding the pattern in the bilingual and combining with the parallel text to generate the new target sentence This method is similar with the process in human brain Finally,

Ngày tải lên: 27/06/2022, 08:52

... method for augmenting the training data for statistical machine translation systems by creating it from data that is already available We generate named-entity recognition (NER) training data automatically ... iv Introduction 1.1 Machine Translation 1.1.1 Statistical Machine Translation 1.1.2 Machine Translation in ... from one natural language into another Statistical machine translation (SMT) is a machine translation paradigm where translations are generated on the basis of statistical models whose parameters

Ngày tải lên: 24/11/2022, 11:14

... 1.2 Machine Translation Approaches Figure 1: The machine translation pyramid 1.2.1 Interlingua The interlingua systems (Farwell and Wilks, 1991; Mitamura, 1999) are based on the idea of finding ... D-Structure 1.2 Machine Translation Approaches In this section, we would like to give a short of approaches in the field of machine translation We would like to begin with complex method (interlingua) ... idea is behind it, is finding the pattern in the bilingual and combining with the parallel text to generate the new target sentence This method is similar with the process in human brain Finally,

Ngày tải lên: 05/12/2022, 15:49

... ƚгaiп ƚҺe ьaseliпe m0del ngram-count -order -interpolate -kndiscount -text training- target-file -lm lm-model-output \$SCRIPTS_ROOTDIR /training/ train-model.perl -scripts-root-dir \$SCRIPTS_ROOTDIR ... \$SCRIPTS_ROOTDIR -root-dir \$PWD -corpus corpus-file-prefix -f \$F -e \$E -alignment grow-diag-final-and -reordering msd-bidirectional-fe cz -lm 0:3:lm-model-output:0 ận Lu n vă ạc th ận s u ĩl v ăn o

Ngày tải lên: 12/07/2023, 13:26

... CHANGES IN BANK RATE, MINIMUM LENDING RATE, MINIMUM BAND 1 DEALING RATE, REPO RATE AND OFFICIAL BANK RATE 1,2 Date New Date New Date New Date New Date New effective rate effective rate effective rate ... - Bank Rate, Minimum Lending rate, Repo Rate and Official Bank Rate are interest rates. The Minimum Band 1 Dealing Rate are discount rates. 2 - 16.9.92, UK leaves the European Exchange Rate Mechanism. ... rate effective rate effective rate effective rate % % % % % Bank Rate Min. Lending Rate (cont) Min.Band 1 Dealing Rate (cont) 3 Min.Band 1 Dealing Rate (cont) 3 Repo Rate (cont) 1970 5 Mar 7.5000

Ngày tải lên: 22/03/2014, 17:20

... sam- pling rate. A graphics workstation (Onyx/Infinite Reality, Silicon Graphics Inc.) generated the graphics display and controlled the motion base unit (see next section). Using this kind of ... measure as an index for psychological load in a VR environment has been proposed a number of times in previous research. Of course there are many difficulties involved in determining the correspondence ... NeuroEngineering and Rehabilitation Open Access Research Effect of predictive sign of acceleration on heart rate variability in passive translation situation: preliminary evidence using visual

Ngày tải lên: 19/06/2014, 10:20

... by formulating the minimum- length scheduling problem as finding a shortest path on a single-source directed acyclic graph. However, finding the shortest paths is computationally hard since the ... problem of minimum- length scheduling involves obtaining a sequence of activations of wireless nodes so that a finite amount of data residing at a subset of the nodes in the network reaches its intended ... more accurately through the SINR interference model. We follow a different approach from [4-9] since we formulate t he minimum- length scheduling problem as finding a shortest path on a single-source

Ngày tải lên: 20/06/2014, 22:20

... in any medium, provided the original work is properly cited. 1. INTRODUCTION Recently, there has been an increasing interest in cognitive and software defined radios in both the research and industry ... time-variant channel matrices are invoked in the inverse operations in Figure 3 for the OZF- MUD, but not invoked in the inverse operations in Figure 4 for the SZF-MUD. In Figure 4 the channel-dependent ... active users maintain unchanged. In this case, the proposed SZF- MUD having the processing matrices in (22) in fact has an implementational complexity that is similar to the single- user MF receiver.

Ngày tải lên: 22/06/2014, 06:20