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It's all about the trees towards a hybrid syntax-based MT system

Marcin Junczys-Dowmunt
2009 2009 International Multiconference on Computer Science and Information Technology  
The aim of this paper is to describe the first steps of research towards a hybrid MT system that combines the strengths of rule-based syntactic transfer with recently developed syntaxbased statistical  ...  We focus on the statistical part of the future system and present a syntax-based statistical machine translation system-BONSAI-for Polish-to-French translation.  ...  In this paper we present the first steps of research towards a hybrid MT system that combines the strengths of rule-based syntactic transfer with recently developed syntax-based statistical translation  ... 
doi:10.1109/imcsit.2009.5352722 dblp:conf/imcsit/Junczys-Dowmunt09 fatcat:ajzbb7fxw5do3pgse5c7u354de

Getting Past the Language Gap: Innovations in Machine Translation [chapter]

Rodolfo Delmonte
2012 Mobile Speech and Advanced Natural Language Solutions  
Then, I will dedicate section "Hybrid and Rule-Based MT Systems" to hybrid methods and systems.  ...  The next generation of MT will consist of a collection of hybrid systems.  ...  System combination, either serial or by a posterior combination of systems' outputs, is a first step towards hybridization.  ... 
doi:10.1007/978-1-4614-6018-3_6 fatcat:2njkc6meabhaxosl4wircumfjm

An experiment of word sense disambiguation in a machine translation system

Heshaam Faili
2008 2008 International Conference on Natural Language Processing and Knowledge Engineering  
We also describe a model for word sense disambiguation (WSD) task inside the MT system, which uses decision trees automatically learned from a training data set, as its disambiguation formalism.  ...  The experiments on the whole MT, shows that this system gets 16% with respect to NIST measure, while the evaluation on WSD using a corpus contains 860 aligned sentences shows that this component disambiguates  ...  In a transfer architecture MT system which uses the TAG formalism as its primary grammar model, all of the above attributes get its values during the parsing method.  ... 
doi:10.1109/nlpke.2008.4906781 dblp:conf/nlpke/Faili08 fatcat:z6uuc5mgxzgztlo53z3lb3h76y

Analysis on Translation Quality of English to Hindi Online Translation Systems- A Review

Ekta Gupta, Shailendra Shrivastava
2016 International Journal of Computer Applications  
Bing translator and Google translate within the whole world have to be obliged to use automatic on-line translation system is employed broadly in India is additionally as a outcome of it's a free and reliable  ...  Asian country has state a large assembly in Hindi is the language you speak and in a number of areas it works in all kinds of study and official.  ...  This way a limited hybridization of rulebased and example-based approaches has been incorporated.  ... 
doi:10.5120/ijca2016911749 fatcat:5wgir73d5bbqpazxwwb4kdnzr4

Future Directions for Semantic Systems [chapter]

John F. Sowa
2011 Intelligent Systems Reference Library  
Any system that requires its users to have all those skills will have few, if any, users.  ...  During the 1970s and '80s, rule-based expert systems and programs for processing natural languages became quite sophisticated.  ...  The method of answering a geologist's query shows how NLP systems can integrate semantics derived from multiple sources to analyze documents and answer questions.  ... 
doi:10.1007/978-3-642-17931-0_2 fatcat:eyl7rmkql5aajb327cx5duksx4

A LINGUISTICS EVALUATION OF YORUBA ENGLISH STATISTICAL MACHINE TRANSLATION

ODOJE CLEMENT, OYE TAIWO
2016 Zenodo  
A Ph.D Thesis submitted to the Department of Linguistics and African Languages, University of Ibadan, Ibadan, Nigeria.  ...  Very few Yorùbá-English rule-based and, recently, a few hybrid MTs are available. No SMT is available in the language (except the Google Translate).  ...  Hierarchical Phrase-Based SMT One of the syntax support for Phrase-Based SMT is the hierarchical phrase based translation MT.  ... 
doi:10.5281/zenodo.3626787 fatcat:pyimkuhcrbbabjy535yaxo26zq

A Systematic Literature Review on Extraction of Parallel Corpora from Comparable Corpora

Dilshad Kaur, Satwinder Singh
2021 Journal of Computer Science  
The research process is carried out while considering the research questions. Different MT systems along with their features are identified.  ...  A proposed architecture and a mind map are also showcased in this review article to provide better clarity regarding parallel data extraction using comparable corpora.  ...  Acknowledgement The author thanks the Central University of Punjab, Bathinda for giving the opportunity of carrying out this study. I would also like to thank Dr.  ... 
doi:10.3844/jcssp.2021.924.952 fatcat:irlfbohfhzgpjo7qgoxzptlh6e

Findings of the 2016 Conference on Machine Translation

Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Varvara Logacheva, Christof Monz, Matteo Negri, Aurelie Neveol (+9 others)
2016 Proceedings of the First Conference on Machine Translation: Volume 2, Shared Task Papers  
This year, 102 MT systems from 24 institutions (plus 36 anonymized online systems) were submitted to the 12 translation directions in the news translation task.  ...  The IT-domain task received 31 submissions from 12 institutions in 7 directions and the Biomedical task received 15 submissions systems from 5 institutions.  ...  Four online statistical machine translation systems Table 2 : Participants in the shared translation task. Not all teams participated in all language pairs.  ... 
doi:10.18653/v1/w16-2301 dblp:conf/wmt/BojarCFGHHJKLMN16 fatcat:jqwhstyem5ahrns5v4tju233ay

Findings of the 2017 Conference on Machine Translation (WMT17)

Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Shujian Huang, Matthias Huck, Philipp Koehn, Qun Liu, Varvara Logacheva, Christof Monz, Matteo Negri (+4 others)
2017 Proceedings of the Second Conference on Machine Translation  
This year, 102 MT systems from 24 institutions (plus 36 anonymized online systems) were submitted to the 12 translation directions in the news translation task.  ...  The quality estimation task had three subtasks, with a total of 14 teams, submitting 39 entries.  ...  The APE task organizers would also like to thank Jan Niehues for training the KIT system used to produce the MT output, Text&Form for producing the manual post-edits, and the annotators involved in the  ... 
doi:10.18653/v1/w17-4717 dblp:conf/wmt/BojarCFGHHHKLLM17 fatcat:yawnu6qao5ehpnfqlzdgmxygtm

The Design and Analysis of Virtual Network Configuration for a Wireless Mobile ATM Network [article]

Stephen F. Bush
1999 arXiv   pre-print
Configuration in a mobile network is a dynamic and continuous process. Factors such as load, distance, capacity and topology are all constantly changing in a mobile environment.  ...  This research has resulted in well defined structures for the encapsulation of physical processes within Logical Processes and a generic library for enhancing a system with VNC.  ...  In the Peer-Based BTS BTS MT BTS Fixed Network 1 Old Path New Path 2 3 Mode switch in the fixed network. The leaves of the tree are the base stations.  ... 
arXiv:cs/9905006v1 fatcat:d2yhz5eb65ehppdckzevreqdsm

Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue

Anusha Balakrishnan, Jinfeng Rao, Kartikeya Upasani, Michael White, Rajen Subba
2019 Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics  
In this paper, we (1) propose using tree-structured semantic representations, like those used in traditional rule-based NLG systems, for better discourse-level structuring and sentence-level planning;  ...  can be controlled in a live system.  ...  We used the Adam optimizer (Kingma and Ba, 2015) with a learning rate of 0.002 to train the seq2seq model. The learning rate is reduced by a factor of 5 if the validation loss stops decreasing.  ... 
doi:10.18653/v1/p19-1080 dblp:conf/acl/BalakrishnanRUW19 fatcat:pq6ml4ilpffirox3qgpfsfy4km

Message from the general chair

Benjamin C. Lee
2015 2015 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS)  
Our system gives a better performance than all the learning-based systems from the CoNLL-2011 shared task on the same dataset.  ...  Compared with the best system from CoNLL-2011, which employs a rule-based method, our system shows competitive performance.  ...  SMT systems we have created a cloud-based platform for do-it-yourself MT.  ... 
doi:10.1109/ispass.2015.7095776 dblp:conf/ispass/Lee15 fatcat:ehbed6nl6barfgs6pzwcvwxria

CLiFF Notes: Research in the Language, Information and Computation Laboratory of the University of Pennsylvania [article]

Editors: Matthew Stone, Libby Levison
1995 arXiv   pre-print
Short abstracts by computational linguistics researchers at the University of Pennsylvania describing ongoing individual and joint projects.  ...  Acknowledgements Thanks to all the contributors.  ...  Wilks [9] discusses the hybrid IBM system which achieves improved coverage by combining certain transfer based techniques with what was fundamentally a statistical approach.  ... 
arXiv:cmp-lg/9506008v1 fatcat:aidgv3pdzvfatc7yjygdvthcjq

Odd man out: Reply to reviewers

Margaret A. Boden
2008 Artificial Intelligence  
It is a sadly unscholarly piece, guaranteed to mislead its readers about both the tone and the content of the book. It is also defamatory. The author provides appropriate responses to all three.  ...  This is the author's reply to three very different reviews of Mind As Machine: A history of Cognitive Science (Vols 1-2).  ...  The cybernetic schism will be productively crossed only with the development of hybrid systems. My book outlines some existing examples (see 12.ix.b).  ... 
doi:10.1016/j.artint.2008.07.003 fatcat:3qbnucxcxndb3jiw4grvogxoom

GEML: A Grammatical Evolution, Machine Learning Approach to Multi-class Classification [chapter]

Jeannie M. Fitzgerald, R. Muhammad Atif Azad, Conor Ryan
2016 Studies in Computational Intelligence  
The method, Grammatical Evolution Machine Learning (GEML) adapts machine learning concepts from decision tree learning and clustering methods and integrates these into a Grammatical Evolution framework  ...  In this paper, we propose a hybrid approach to solving multiclass problems which combines evolutionary computation with elements of traditional machine learning.  ...  We gratefully acknowledge the support of Science Foundation Ireland. Grant number 10/IN.1/I3031.  ... 
doi:10.1007/978-3-319-48506-5_7 fatcat:jz33vloqcbbfdjwmayfcsmwyma
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