Phrase-based models
Latent Domain Phrase based Models for Adaptation
... Abstract Phrase-based models directly trained on mix-of-domain corpora can be ...equip phrase-based models with a latent domain variable and present a novel method for adapting ...
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Labeling hierarchical phrase-based models without linguistic resources
... standard phrase-based models which work with sequential and local phrase reordering, the hierarchical phrase-based model (Hiero) embeds the reordering of phrases within pairs of ...
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Neural Machine Translation Leveraging Phrase based Models in a Hybrid Search
... with phrase-based ...translations based on the current and accumulated attention weights of the NMT decoder ...standard phrase-based scores as well as an n-gram language ...outperforms ...
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Probes in a Taxonomy of Factored Phrase Based Models
... LDC2006T01, ISBN: 1-58563-370-4. Philipp Koehn and Hieu Hoang. 2007. Factored Transla- tion Models. In Proc. of EMNLP. Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola ...
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Statistical Phrase Based Models for Interactive Computer Assisted Translation
... One initiative for overcoming the above- mentioned restriction of single-word models is known as the template-based approach (Och, 2002). In this approach, an entire group of adja- cent words in the source ...
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Chapter 5. Phrase-based models. Statistical Machine Translation
... the Phrase Model • We presented a heuristic set-up to build phrase translation table (word alignment, phrase extraction, phrase scoring) • Alternative: align phrase pairs directly with ...
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Intersecting Hierarchical and Phrase Based Models of Translation: Formal Aspects and Algorithms
... a phrase-based model by a stan- dard transducer, but this would introduce further ...the phrase-based model runs contrary to the underlying intuitions behind the intersection, namely that the ...
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Anaphora Models and Reordering for Phrase Based SMT
... better phrase extractions in subsequent ...for models trained on data that have been prepared in this ...using phrase- based models for the final reordering procedure is probably not ...
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Inference of Phrase Based Translation Models via Minimum Description Length
... Universitat Polit`ecnica de Val`encia, Camino de Vera s/n, 46021 Valencia (Spain) {jegonzalez, fcn}@dsic.upv.es Abstract We present an unsupervised inference pro- cedure for phrase-based translation mod- ...
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Phrase Based Backoff Models for Machine Translation of Highly Inflected Languages
... into phrase-based models have mostly been ignored so ...for phrase- based translation that integrates several layers of morphological operations, such that more specific models ...
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Learning Phrase Boundaries for Hierarchical Phrase based Translation
... Hierarchical phrase-based models pro- vide a powerful mechanism to capture non-local phrase reorderings for statis- tical machine translation ...many phrase reorderings are arbi- trary ...
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Discriminative Phrase based Lexicalized Reordering Models using Weighted Reordering Graphs
... that phrase- based models do not perform as well, although the difference in BLEU is only ...reordering models yield better re- ordering estimates, since considering longer train- ing ...
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Extended Translation Models in Phrase based Decoding
... state-of-the-art phrase-based ...beyond phrase boundaries in both the Source→Target and Target→Source ...petitive phrase-based systems that include lexical and phrase translation ...
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Incremental Syntactic Language Models for Phrase based Translation
... into phrase- based machine translation through incremen- tal syntactic ...into phrase-based translation, which generates partial hypothe- sized translations from ...language models ...
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Assessing Phrase Based Translation Models with Oracle Decoding
... of phrase-based and hierarchi- cal systems, it also provides some insights on the impact of various search parameters in Moses, delivering con- clusions that are consistent with our main ...
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Vector Space Models for Phrase based Machine Translation
... mantics based on continuous vector representa- tions to enhance the performance of phrase-based machine ...the phrase table to identify phrases in a training corpus. The phrase table ...
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Clickthrough-based translation models for web search: from word models to phrase models
... Although several approaches have been proposed to determine relationships between the terms in queries and the terms in docu- ments, most of them rely on a static measure of term similarity (e.g. cosine similarity) ...
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Combining Phrase-Based and Template-Based alignment models in Statistical Translation
... single-word based models have an important deficiency; they do not take contextual information into account for the translation ...called Phrase-Based, consists in translating a sequence of ...
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CCG Syntactic Reordering Models for Phrase based Machine Translation
... a phrase-based system is problematic. Phrase- based systems build the result incrementally from the beginning of the target string to the end, and the intermediate strings need not constitute ...
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Continuous Space Translation Models for Phrase Based Statistical Machine Translation
... new phrase-pairs Table 3 shows some examples of phrase pairs and the most likely translation provided by the ...these phrase pairs are included in the training data. The standard Moses phrase ...
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