phrase-based language models
Incremental Syntactic Language Models for Phrase based Translation
... Syntactic language models have also been explored with tree-based translation ...guage models to rescore the output of a tree-based translation ...syntactic language ...
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Anaphora Models and Reordering for Phrase Based SMT
... target language phrase, the applicable pronouns are generated with equal translation model probability, and the anaphora model adds a score to discriminate between ...the language model on pronoun ...
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Translation Model Based Cross Lingual Language Model Adaptation: from Word Models to Phrase Models
... using phrase T- M based cross-lingual data selection for LM adap- ...multi-term phrase in a source sentence giv- en a phrase in the target sentence of LM training ...bag-of-words models ...
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Rescoring a Phrase based Machine Transliteration System with Recurrent Neural Network Language Models
... 47 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, pages 47–51, Jeju, Republic of Korea, 8-14 July 2012.. c 2012 Association for Computational Li[r] ...
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Phrase based Compressive Cross Language Summarization
... linear models of weights learned by struc- tural SVMs for different components and tried to jointly formulate sentence selection and syntax tree trimming in integer linear ...framework. Models for sentence ...
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Phrase based Parallel Fragments Extraction from Comparable Corpora
... Parallel corpora are valuable resources for train- ing a statistical translation system. In most cases, it has been an effective way to build state-of-the- art statistical models using a large scale of paral- lel ...
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Discriminative Phrase based Lexicalized Reordering Models using Weighted Reordering Graphs
... for language pairs such as Chinese- English, where the opposite ...ing models is to use the lexical information dur- ing the phrase extraction algorithm to predict re- ordering orientations, using ...
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The QT21/HimL Combined Machine Translation System
... a phrase-based machine translation sys- tem (Moses) with a distortion limit of 6 and lex- icalized ...two language models, built using KenLM. The first is a 5-gram language model ...
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Extended Translation Models in Phrase based Decoding
... in phrase-based translation: The lack of translation context when using single- word phrases and uncaptured dependen- cies beyond phrase ...IBM models by an additional bilingual word pair and ...
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Probes in a Taxonomy of Factored Phrase Based Models
... Obviously, many setups fall under the “complex” category of our taxonomy, including also some sys- tem combination approaches. We tried to combine three Moses systems: (1) CU - BOJAR as described below, (2) same setup ...
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Latent Domain Phrase based Models for Adaptation
... domain language models or the latent domain translation models? Further experiments have been carried on to neutralize each component type in turn and build a selection system with the rest of our ...
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SPMT: Statistical Machine Translation with Syntactified Target Language Phrases
... current phrase-based statis- tical machine translation learners induce reason- ably reliable phrase-based probabilistic dictionar- ...statistical phrase- based system learns ...
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Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study
... neural models are able to build up phrase- level representations of CoordNPs on the fly and deploy them to drive humanlike ...that models can represent number and gender fea- tures of non-coordinate ...
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Assessing Phrase Based Translation Models with Oracle Decoding
... two language pairs considered, the expressive power of PBTS is not the lim- iting factor to achieve high translation ...the phrase table is extracted from a small ...current phrase-based ...
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A Phrase Based Alignment Model for Natural Language Inference
... MT phrase alignment is orthogonal to our ...MT phrase alignment, it is beneficial to account for arbitrarily large phrases, since the larger contexts offered by these phrases can help realize more ...
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Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
... German-Czech language pair are 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 ...
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Grammatical Machine Translation
... translation models has not yet been attempted in dependency-based ...realization models that can easily be trained to reflect the ordering of the reference translations in the training corpus are ...
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LIMSI @ WMT’14 Medical Translation Task
... translation models and target n- gram language models, 13 conventional features are combined: 4 lexicon models similar to the ones used in standard phrase-based systems; 6 ...
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Investigations on Phrase based Decoding with Recurrent Neural Network Language and Translation Models
... RNN language and translation models into a phrase-based de- ...translation models that are dependent on the tar- get ...tion models are integrated into phrase-based ...
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Pivot Language Approach for Phrase Based Statistical Machine Translation
... for phrase-based ...alignment models by using two additional bilingual corpora to improve word alignment ...Pivot Language methods were also used for translation dictionary induction (Schafer ...
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