[PDF] Top 20 Word Level Confidence Estimation for Machine Translation using Phrase Based Translation Models
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Word Level Confidence Estimation for Machine Translation using Phrase Based Translation Models
... the phrase-based translation sys- tem described in section ...translations, word graphs and N -best lists on all three language pairs using these ...The translation quality in ... See full document
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Word Level Confidence Estimation for Machine Translation
... data using the direct phrase-based confidence ...the phrase-based translation system described in Section ...model based on IBM-1. The weights for all these ... See full document
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Lightweight Word Level Confidence Estimation for Neural Interactive Translation Prediction
... the word-level quality estimation task and confidence estima- tion for interactive translation prediction is that each human interaction in the interactive trans- lation prediction ... See full document
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Continuous Space Translation Models for Phrase Based Statistical Machine Translation
... The translation model P ( s | t ) is estimated from bitexts and the language model P ( t ) from monolingual ...are phrase-based models which translate short sequences of words together (Koehn ... See full document
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Phrase Based Backoff Models for Machine Translation of Highly Inflected Languages
... in machine translation (Koehn, ...a word into two sub- parts (with a minimum-length constraint of three characters on each ...appropriate translation in the training ... See full document
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Combination of Arabic Preprocessing Schemes for Statistical Machine Translation
... off-the-shelf phrase-based SMT system, Portage (Sadat et ...IBM word alignment models (models 1 and 2) trained in both directions to extract phrase ta- bles in a manner ... See full document
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Phrase Based Translation Model for Question Retrieval in Community Question Answer Archives
... Phrase-based machine translation models (Koehn et ...to word-based translation ...of phrase-based translation model is to translate a document ... See full document
10
Bilingual Word Embeddings for Phrase Based Machine Translation
... Bilingual word representations have been ex- plored with hand-designed vector space mod- els (Peirsman and Pad´o , 2010; Sumita, 2000), and with unsupervised algorithms such as LDA and LSA (Boyd-Graber and Resnik, ... See full document
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Greedy Search with Probabilistic N gram Matching for Neural Machine Translation
... Neural machine translation (NMT) models are usually trained with the word-level loss using the teacher forcing algorithm, which not only evaluates the translation ... See full document
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A Document Level SMT System with Integrated Pronoun Prediction
... pronoun-focused translation task at DiscoMT 2015 is a document-level phrase-based statistical ma- chine translation (SMT) system integrating a neu- ral network classifier for pronoun ... See full document
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UAlacant word level and phrase level machine translation quality estimation systems at WMT 2016
... the word-level MTQE task has been going on during the last three editions of WMT, this is the first time that this shared task tackles phrase-level ...a phrase, such as missing words ... See full document
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Document Level Machine Translation with Word Vector Models
... document-level translation have started to ...develop models that, with the help of coreference resolu- tion methods, identify links among words in a text and use them for a better translation ... See full document
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Vector Space Models for Phrase based Machine Translation
... of using more data on both sides (4th ...Arabic word f , and the similarity is computed between the projec- tion and the representation of the English word ...the word representations are ... See full document
10
A Character level Decoder without Explicit Segmentation for Neural Machine Translation
... chine translation has considered words as a ba- sic ...existing translation systems, such as language models and phrase tables, are a count-based estimator of ...a ... See full document
11
Phrase Based Statistical Machine Translation: A Level of Detail Approach
... statistical machine translation relies on the word-based trans- lation model to describe the translation process ...of word-to-word translation often fails to ... See full document
12
Phrase Pair Rescoring with Term Weighting for Statistical Machine Translation
... The phrase-based statistical translation systems use not only word-to-word translation, extracted from bilingual data, but also phrase-to phrase ... See full document
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Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
... built based on the previously proposed unsupervised MT sys- tems, with some adaptations made to accom- modate the morphologically rich characteristics of German and Czech (Tsarfaty et ...Both ... See full document
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Metrics for Evaluation of Word level Machine Translation Quality Estimation
... This coefficient results in values in the [-1, 1] range. If the reference and hypothesis labellings agree on the majority of the examples, the final fig- ure is dominated by the T P × T N quantity, which gets close to ... See full document
6
Towards one shot learning for rare word translation with external experts
... Neural machine translation (NMT) has significantly improved the quality of au- tomatic translation ...the translation of rare ...external models annotate the training data as Experts, ... See full document
10
Pseudo Word for Phrase Based Machine Translation
... most Phrase-Based Statistical Machine Translation (PB-SMT) systems starts from automatically word aligned parallel corpus generated from word-based models (Brown et ... See full document
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