[PDF] Top 20 A Structured Language Model for Incremental Tree to String Translation
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A Structured Language Model for Incremental Tree to String Translation
... The work of Schwartz et al. (2011) is similar in spirit to ours. We are different in the following ways. First, they integrate an S lm into a phrase-based system (Koehn et al., 2003), we pay more attention to a ... See full document
11
Modeling Selectional Preferences of Verbs and Nouns in String to Tree Machine Translation
... German language as it indicates the grammat- ical ...phrased-based translation system as a post-processing step. In contrast, our model is used directly as a feature in the ...dependency tree ... See full document
11
A New String to Dependency Machine Translation Algorithm with a Target Dependency Language Model
... two-step string- to-CFG-tree translation model which employed a syntax-based language model to select the best translation from a target parse forest built in the first ... See full document
9
What’s in a translation rule?
... our model can fully explain the transformation of any parse tree of the source language into a string of the target lan- ...our model and to analyze some properties of the trans- ... See full document
8
A Tree to String Phrase based Model for Statistical Machine Translation
... high translation quality, it still lacks of generaliza- tion ability to capture word order differences between ...for tree-to-string phrase- based ...English-Vietnamese translation showed a ... See full document
8
A Tree Sequence Alignment based Tree to Tree Translation Model
... noisy-channel model to transfer a target parse tree into a source ...non-isomorphic tree-to-tree/string mappings using a ...tion model based on a probabilistic synchronous ... See full document
9
Rule Markov Models for Fast Tree to String Translation
... parse tree in Figure 3, Figure 4 illustrates the search process of the incre- mental decoder with the grammar of Figure ...a tree node with label X at tree address η (Shieber et ...word ... See full document
9
Improving Decoding Generalization for Tree to String Translation
... the tree-to-string paradigm in our study because this is the simplest and fastest among syn- tax-based models, and has been shown to be one of the state-of-the-art syntax-based ...2004), translation ... See full document
6
Unsupervised Tree Induction for Tree based Translation
... most tree-based translation models are built directly from parse ...a translation model with an unsupervised tree structure derived from a novel non-parametric Bayesian ...the ... See full document
12
Bilingual Structured Language Models for Statistical Machine Translation
... Bilingual structured language models In this section, we combine the direct correspon- dence assumption (Section 2) and SLMs (Sec- tion 3), and define bilingual structured language models ... See full document
11
Incremental Syntactic Language Models for Phrase based Translation
... tistical tree-based translation models: string-to-tree (Yamada and Knight, 2001; Gildea, 2003; Imamura et ...2008), tree-to-string (Liu et ...2010), tree-to-tree ... See full document
12
Training Tree Transducers
... covered tree-to-tree transducers; we now turn to tree-to-string ...syntax-directed translation (Aho and Ullman 1971), and are used to specify compilers that (deter- ministically) ... See full document
38
Adjoining Tree to String Translation
... Syntax-based translation models, which exploit hi- erarchical structures of natural languages to guide machine translation, have become increasingly pop- ular in recent ...2007), tree substitution ... See full document
10
On the Elements of an Accurate Tree to String Machine Translation System
... the language pairs. Specifi- cally, for en-ja translation we use the head finaliza- tion pre-ordering method of (Isozaki et ...ja-en translation, we use the syntactic post- ordering method of (Goto ... See full document
7
Forest based Tree Sequence to String Translation Model
... forest-based tree se- quence to string translation model for syntax- based statistical machine translation, which automatically learns tree sequence to string ... See full document
9
Tree to String Alignment Template for Statistical Machine Translation
... treating translation as a pro- cess of parallel parsing of the source and tar- get language via a synchronized ...dependency tree as a finite ...machine translation problem as synchronous ... See full document
8
Efficient Incremental Decoding for Tree to String Translation
... Syntax-based translation models should in principle be efficient with polynomially-sized search space, but in practice they are often embarassingly slow, partly due to the cost of language model ...a ... See full document
11
Fine Grained Tree to String Translation Rule Extraction
... fine-grained translation rules to a tree-to-string system and an Hiero-style string-to- tree ...fine-grained translation rules are generic and applicable to many syntax-based SMT ... See full document
10
A Discriminative Model for Tree to Tree Translation
... parse tree is broken down into a sequence of clauses, and each clause is then translated ...the translation of clauses is that of an aligned extended projection ...lexicalized tree adjoining grammars ... See full document
10
Language Model Adaptation for Statistical Machine Translation via Structured Query Models
... contains translation candidates, and thus is more informative than Q T 1 ...query model. 2.2.3 Translation Model as a Query Model To fully leverage the available knowledge from the ... See full document
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