[PDF] Top 20 A New String to Dependency Machine Translation Algorithm with a Target Dependency Language Model
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A New String to Dependency Machine Translation Algorithm with a Target Dependency Language Model
... keep dependency trees with a sub-root, where all the children of the sub-root are ...keep dependency structures of sib- ling nodes of a common head, but the head itself is unspecified or ...of ... See full document
9
Quadratic Time Dependency Parsing for Machine Translation
... parsing algorithm such as CKY or ...for machine translation, we incrementally build dependency structure left-to- right in time O(n 2 ) during ...non-projective dependency parsing ... See full document
9
A Shift Reduce Parsing Algorithm for Phrase based String to Dependency Translation
... decoding algorithm is similar to Gimpel and Smith (2011)’s lattice parsing algorithm as we divide decoding into two steps: hypergraph gener- ation and hypergraph ...a dependency structure on the ... See full document
10
Dependency Forest for Statistical Machine Translation
... most dependency-based translation systems suffer from a major drawback: they only use 1-best dependency trees for rule extraction, dependency language model training, and decod- ... See full document
9
Discontinuous Statistical Machine Translation with Target Side Dependency Syntax
... the model to synchronously develop discontinuous parts in the output ...this translation model al- ready proved to be useful when translating from English into German, Chinese, and Arabic as ... See full document
9
A Comparative Study of Target Dependency Structures for Statistical Machine Translation
... Chinese-to-English translation, we use the parallel data from NIST Open Machine Translation Evaluation ...Berkeley Language Modeling Toolkit, berkeleylm- ...tri-gram dependency LM on ... See full document
5
Sequence to Dependency Neural Machine Translation
... All model parameters are initial- ized randomly with Gaussian distribution (Glorot and Bengio, 2010) and trained on a NVIDIA Tesla K40 ...(SGD) algorithm is used to tune parameters with a learn- ing rate of ... See full document
10
A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation
... a dependency representation allows for the modelling of agreement between ...of language models to prefer (give a higher probability to) the original reference sentence over the erroneous ... See full document
7
Improving Sequence to Sequence Neural Machine Translation by Utilizing Syntactic Dependency Information
... syntactic dependency information and representing the output as a tree structure would be ...the model with an encoder-decoder neu- ral network and using dependencies in which the input of the source ... See full document
9
A Domain Restricted, Rule Based, English Hindi Machine Translation System Based on Dependency Parsing
... uses dependency parse of the source sentence as an intermediate representation from which the tar- get language sentence can be directly ...English-Hindi translation systems (Bharati et ...planning ... See full document
9
Dependency Based Bilingual Language Models for Reordering in Statistical Machine Translation
... of translation events and to redefine de- coding as parsing of a source string (Liu et ...a target string (Shen et ...accurate model of translation, they are also a lot more ... See full document
12
Cross-language Projection of Dependency Trees for Tree-to-tree Machine Translation
... Syntax-based machine translation (MT) is an attractive approach for introducing addi- tional linguistic knowledge in corpus-based ...and string-to-tree translation mod- els perform better than ... See full document
9
A Dependency Edge based Transfer Model for Statistical Machine Translation
... our model which involves three ...source language sentence, we obtain its dependency tree using a dependency ...the target sentence with the target side edges starting from the ... See full document
11
A Dependency Based Statistical Translation Model
... chine translation method from string to ...the dependency structure of the target language to use transfer rules while generating a ...the translation scheme to perform different ... See full document
9
A Dependency to String Model for Chinese Japanese SMT System
... Chinese-Japanese machine translation system participated in ...a dependency-to-string model, which takes the HDR fragments as elementary struc- tures for the rule extraction and ... See full document
5
A novel dependency to string model for statistical machine translation
... view translation as minimal path cov- ...of dependency struc- tures, and propose a model based on treelet ...the target side via word alignment, and thus can not handle non-isomorphism between ... See full document
11
String to Dependency Statistical Machine Translation
... the new model did improve translation ...filtered string-to-string rules can be viewed as the string projection of string- to-dependency ...using dependency ... See full document
24
Dependency Tree Abstraction for Long Distance Reordering in Statistical Machine Translation
... parsing algorithm with cube-pruning (Huang and Chiang, 2005) into a phrase-based decoder to translate the abstrac- tion tree of an input sentence ...As Algorithm 1 shows, our decoder first generates the ... See full document
10
Dependency Based Bracketing Transduction Grammar for Statistical Machine Translation
... novel dependency-based bracketing transduc- tion grammar for statistical machine translation, which converts a source sen- tence into a target dependency ...get dependency ... See full document
9
Machine Translation Using Probabilistic Synchronous Dependency Insertion Grammars
... for string based approaches than for approaches that require syntactic ...this model by allowing cloning operations on subtrees, Gildea (2003) found that parallel trees over-constrained the alignment ... See full document
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