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A New Decoding Algorithm for Statistical Machine Translation: Design and Implementation

Tanveer A. Faruquie, Hemanta Kumar Maji, Raghavendra Udupa
2005 Workshop on Algorithm Engineering and Experimentation  
We describe a new algorithm for the Decoding problem in Statistical Machine Translation. Our algorithm is based on the Alternating Optimization framework and employs dynamic programming.  ...  Our algorithm outperforms the best known decoding algorithms and a comparative experimental study shows that our implementation is 10 times faster than the implementation of the Greedy decoding algorithm  ...  Acknowledgements We are grateful to Raghuram Krishnapuram for his help during the course of this work. Special thanks to Prateek Jain for helpful comments on a draft of this paper.  ... 
dblp:conf/alenex/FaruquieMU05 fatcat:a6nl5zze75hjllx2xrufyb7hvu

QuEst – Design, Implementation and Extensions of a Framework for Machine Translation Quality Estimation

Kashif Shah, Eleftherios Avramidis, Ergun Biçici, Lucia Specia
2013 Prague Bulletin of Mathematical Linguistics  
In this paper we present QE, an open source framework for machine translation quality estimation. The framework includes a feature extraction component and a machine learning component.  ...  We describe the architecture of the system and its use, focusing on the feature extraction component and on how to add new feature extractors.  ...  Souza for the integration with scikit-learn, and Lukas Poustka for his work on the refactoring of some of the code.  ... 
doi:10.2478/pralin-2013-0008 fatcat:m447rx3alnggtb7cdhctxvqftq

Design and Implementation of an Interactive English Translation System Based on the Information-Assisted Processing Function of the Internet of Things

Liya Mo, Xuefeng Shao
2022 Mathematical Problems in Engineering  
As a new type of language expression, interactive translation is widely used in English, and based on the Internet of Things technology, text harmony and glyphs are combined for information exchange.  ...  This paper adopts the B/S architecture mode to design, implement, and test its functional modules and related data analysis to provide a friendly interactive English translation system service to the user  ...  Acknowledgments is work was supported by Language-Education Collaborative Innovation Research Team in the New Era (XFU21KYTDB01).  ... 
doi:10.1155/2022/2722923 fatcat:4ezu4t4knzhkxfiww4bgiwajs4

Design and implementation [chapter]

2016 Contaminated Land Guidance  
This thesis reports on the design and implementation of a prototype receiver for measuring pilot signals in CDMA PCS systems.  ...  Simulation studies were undertaken to assist in the design and implementation of the pilot signal scanning receiver.  ...  Acknowledgements The highest praise belongs to the God the Father and His Son Jesus Christ, Engineers of  ... 
doi:10.1680/clg.61064.053 fatcat:7u5xwmhgyzatvevnmfdkfwkguu

Design and Implementation [chapter]

1989 The Digital Guide to Software Development  
This thesis reports on the design and implementation of a prototype receiver for measuring pilot signals in CDMA PCS systems.  ...  Simulation studies were undertaken to assist in the design and implementation of the pilot signal scanning receiver.  ...  Acknowledgements The highest praise belongs to the God the Father and His Son Jesus Christ, Engineers of  ... 
doi:10.1016/b978-1-55558-035-3.50008-2 fatcat:otx4s3o4ebh7fmgxayoy6ha7hm

Design and Implementation [chapter]

Terje Kristensen
2016 Computational Intelligence, Evolutionary Computing and Evolutionary Clustering Algorithms  
This thesis reports on the design and implementation of a prototype receiver for measuring pilot signals in CDMA PCS systems.  ...  Simulation studies were undertaken to assist in the design and implementation of the pilot signal scanning receiver.  ...  Acknowledgements The highest praise belongs to the God the Father and His Son Jesus Christ, Engineers of  ... 
doi:10.2174/9781681082998116010006 fatcat:vu7l6pwbnbggfbcigdqauwinfy

Design and Implementation [chapter]

2016 Global School Feeding Sourcebook  
This thesis reports on the design and implementation of a prototype receiver for measuring pilot signals in CDMA PCS systems.  ...  Simulation studies were undertaken to assist in the design and implementation of the pilot signal scanning receiver.  ...  Acknowledgements The highest praise belongs to the God the Father and His Son Jesus Christ, Engineers of  ... 
doi:10.1142/9781783269129_0001 fatcat:o6xtsg4o4jax7it6h7lz5tjney

Vertigo

Krisztián Flautner, Trevor Mudge
2002 Proceedings of the 5th symposium on Operating systems design and implementation - OSDI '02  
In this paper, we describe the implementation and performance-setting algorithms used in Vertigo, our power management extensions for Linux.  ...  We describe how a hierarchy of performance-setting algorithms, each specialized for different workload characteristics, can be used for controlling the processor's performance.  ...  and Implementation USENIX Association 5th Symposium on Operating Systems Design and Implementation USENIX Association 5th Symposium on Operating Systems Design and Implementation USENIX Association  ... 
doi:10.1145/1060289.1060300 fatcat:kzyj2kkbgjfb7axgdwwwei3a2i

Neural Machine Translation Approach for Singlish to English Translation

Dinidu Sandaruwan, Sagara Sumathipala, Subha Fernando
2021 The International Journal on Advances in ICT for Emerging Regions  
Finding a method to translate Singlish to Sinhala or English has been tried for a couple of years by the research community in Sri Lanka and many of the attempts were tried based on statistical language  ...  This research addresses the challenge of preparing a data set to evaluate deep learning approach's performance for the machine translation activity for Singlish to English language translation and to evaluate  ...  Also, self-learning leads to a faster translation with a quality output compared to the statistical method of machine translation. NMT uses algorithms to learn language rules on its own.  ... 
doi:10.4038/icter.v14i3.7230 fatcat:xi7uzkvhbncf7gduh6mwuhkuoy

Can neural machine translation do simultaneous translation? [article]

Kyunghyun Cho, Masha Esipova
2016 arXiv   pre-print
We introduce a novel decoding algorithm, called simultaneous greedy decoding, that allows an existing neural machine translation model to begin translating before a full source sentence is received.  ...  This paper presents a first step toward building a full simultaneous translation system based on neural machine translation.  ...  Rather than attempting to build a completely novel model along with a new training algorithm, we design a novel decoding algorithm, called simultaneous greedy decoding, that is capable of performing simultaneous  ... 
arXiv:1606.02012v1 fatcat:2ozdrfjg7zelto4xzsi3ickxmm

A SYSTEMATIC READING IN STATISTICAL TRANSLATION: FROM THE STATISTICAL MACHINE TRANSLATION TO THE NEURAL TRANSLATION MODELS

Zakaria El Maazouzi, Badr Eddine EL Mohajir, Mohammed Al Achhab
2017 Journal of Information and Communication Technology  
Automatic translation as a key application in the natural language processing domain has developed many approaches, namely statistical machine translation and recently neural machine translation that improved  ...  Thus, the eagerness of exploring new possible ways to improve machine translation was always the matter for researchers in the field.  ...  ACKNOWLEDGMENT We would like to acknowledge the National Center for Scientific and Technical Research (CNRST) for supporting this study under the framework of Merit Scholarship Ref: L 02/13.  ... 
doi:10.32890/jict2017.16.2.8239 fatcat:y6rqlyztnnfztofugcqhhu6qci

Design and Implementation of Consecutive Interpreting System Based on Transformer NMT Model

Lin-gen LI, Shuo LI, Wan-qing CUI, Kai WEI
2018 DEStech Transactions on Computer Science and Engineering  
The traditional machine translation system with push-to-talk mode is not suitable for the processing of long-time oral translation.  ...  The speech-to-text module is based on the speech recognition model of Baidu open platform, and the translation is based on the Transformer NMT model proposed by Google.  ...  Based on the above process model, we should design a system with interaction, sound sampling, speech recognition and machine translation functions.  ... 
doi:10.12783/dtcse/ccnt2018/24669 fatcat:pjitcv6bvjggvmpb3vht6llq3y

Design and Implementation of a Medical Question and Answer System Based on Deep Learning

Yun Hu, Guokai Han, Xintang Liu, Hui Li, Libao Xing, Yong Gu, Zuojian Zhou, Haining Li, Lianhui Li
2022 Mathematical Problems in Engineering  
This article designs and implements a medical Q&A system based on deep learning.  ...  We took a retrieval-based approach, using crawler technology that has been manually reviewed to build the Q&A database, and the Seq2Seq algorithm and the TF-IDF model to build the answer generation model  ...  In the late 1980s, the discovery of new neural network propagation algorithms gave impetus to the development of machine learning and sparked a machine learning frenzy based on statistical models. is frenzy  ... 
doi:10.1155/2022/4600404 fatcat:id57vgvj25axvf5aqm2i6yi54q

Statistical machine translation

2010 ChoiceReviews  
Our experiments included working with distant language pairs such as Czech English, rapidly porting to new language pairs, managing with small bilingual data sets, speeding up algorithms for decoding and  ...  Improve baseline results through the use of morphological and syntactic transducers. 5. Late in the workshop, build a translator for a new language pair in a single day.  ...  and users who say to themselves I have a new idea for statistical machine translation|how can I test it?"  ... 
doi:10.5860/choice.47-6293 fatcat:uik7wgysubgwzpfccpaupw4os4

The Design and Implementation of Intelligent English Learning Chabot based on Transfer Learning Technology

Nuobei Shi, Qin Zeng, Raymond Shu Tak Lee
2021 Advances in Science, Technology and Engineering Systems  
From implementation perspective, the Language Learning agent integrates into a WeChat mini-program to devise three user interface levels and to finetune transfer learning GPT-2 as back-end language model  ...  In this paper, we proposed a Transfer-based English Language learning chatbot with three learning system levels for real-world application, which integrate recognition service from Google and GPT-2 Open  ...  Acknowledgment The authors would like to thank for UIC DST for the provision of computer equipment and facilities.  ... 
doi:10.25046/aj060505 fatcat:rpcvv2pzofgjnloausyhqve7i4
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