[PDF] Top 20 Towards a More Efficient Development of Statistical Machine Translation Systems (Vers un développement plus efficace des systèmes de traduction statistique : un peu de vert dans un monde de BLEU) [in French]
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Towards a More Efficient Development of Statistical Machine Translation Systems (Vers un développement plus efficace des systèmes de traduction statistique : un peu de vert dans un monde de BLEU) [in French]
... Indicateurs de performance Nous avons utilisé les métriques standard BLEU (Papineni et al., 2002) et TER (Snover et al., 2006) et donnons des mesures correspondant à la moyenne des scores du test pour 3 optimisations ... See full document
6
Anou Tradir: Experiences In Building Statistical Machine Translation Systems For Mauritian Languages – Creole, English, French
... English, French and Creole. These are sentences with more than 10 words per sentence on an ...was more in these sen- ...to French and French to Creole systems the pivot language ... See full document
7
ParFDA for Fast Deployment of Accurate Statistical Machine Translation Systems, Benchmarks, and Statistics
... We run ParFDA SMT experiments for all lan- guage pairs in both directions in the WMT15 translation task (Bojar et al., 2015), which include English-Czech (en-cs), English-German (en-de), English-Finnish (en-fi), ... See full document
5
Omnifluent English to French and Russian to English Systems for the 2013 Workshop on Statistical Machine Translation
... probabilistic translation models, including phrase- based and word-based lexicons, as well as reorder- ing models and target n-gram language ...a translation of the whole ...the translation process. ... See full document
6
Corpus and dictionary development for classifiers/quantifiers towards a French Japanese machine translation
... These methods are really suitable for evaluating the progress of MT systems, but they do not contribute directly to improve the quality of MT outputs. Here we focus on lexical ambiguities, which are considered as ... See full document
8
An Improved Statistical Transfer System for French English Machine Translation
... The statistical transfer machine translation group at Carnegie Mellon University has been devel- oping a hybrid approach combining a traditional rule-based MT system and its linguistically ex- ... See full document
5
Efficient Decoding for Statistical Machine Translation with a Fully Expanded WFST Model
... Knight (1999) showed that the translation prob- lem defined by Brown et al. (1993) is NP- complete. Therefore, with this model it is al- most impossible to search for optimal solutions in the decoding process. ... See full document
7
Edinburgh’s Statistical Machine Translation Systems for WMT16
... the development data were inconsis- tent in their use of diacritics leading to problems with OOVs and sparse ...during development, with our submit- ted system using three different language model features: ... See full document
12
An Efficient Execution Method for Rule Based Machine Translation
... An Efficient Execution Method for Rule Based Machine Translation An Efficient Execution Method for Rule Based Machine Translation Hiroyuki KAJI Systems Development Laboratory~ Hitachi Ltdo 1099 Ohzenj[.] ... See full document
6
Mining a Comparable Text Corpus for a Vietnamese French Statistical Machine Translation System
... Google Translate system has recently supported Vietnamese. In most cases, it uses English as an intermediary language. For the first comparative evaluation, some simple tests were carried out. Two sets of data were used: ... See full document
8
Translation Shared Task on Statistical Machine Translation: A Comparison of the Systems Output
... language translation is statistically modeled ...of translation pairs. Unfortunately, even for simple translation models, the search problem is NP ...develop more efficient search ... See full document
7
Towards Effective Use of Training Data in Statistical Machine Translation
... In previous years, we were not able to make use of the monolingual LDC Gigaword corpora due to lack of sufficiently powerful computing resources. These corpora exist for English (4.3 billion words), Spanish (1.1 billion ... See full document
5
NICT’s Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task
... the development data using ...backward translation systems, instead of using only either forward (Marie and Fujita, 2018b) or backward translations (Artetxe et ...the systems obtained after ... See full document
8
Unsupervised Statistical Machine Translation
... modern machine translation has relied on large parallel corpora, a recent line of work has managed to train Neural Machine Trans- lation (NMT) systems from monolingual cor- pora only (Artetxe ... See full document
11
The Geometry of Statistical Machine Translation
... modern statistical machine translation systems are based on linear statistical ...an efficient form of line optimisation adapted to the highly non- linear objective functions ... See full document
11
Parallel Corpora for bi Directional Statistical Machine Translation for Seven Ethiopian Language Pairs
... the development of MT has been conducted for technologically favored and economically as well as politically important languages of the world since the 17th ...gress towards the development and use ... See full document
8
Towards Efficient Large Scale Feature Rich Statistical Machine Translation
... few systems take full advantage of the ...small development set (Cherry and Foster, 2012; Chiang et ...While more features tuned on more data usually results in better performance for other ... See full document
6
Collaboratively Constructed Linguistic Resources for Language Variants and their Exploitation in NLP Application – the case of Tunisian Arabic and the Social Media
... is French in our case. In the case of Tunisian, French words/numbers may be used that sound like an Arabic ...accurate machine translation for social media should manage this level of ... See full document
9
NICT’s Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task
... through n-best list reranking using different infor- mative features as proposed by Marie and Fujita (2018). This simple combination method, asso- ciated to the exploitation of large back-translated monolingual data, ... See full document
7
Linguistically Augmented Bulgarian to English Statistical Machine Translation Model
... For more details the cited publication should be ...or more ordinary variable arguments of the relation; and (4) a list of zero or more handles corresponding to scopal arguments of the relation ... See full document
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