[PDF] Top 20 Better Synchronous Binarization for Machine Translation
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Better Synchronous Binarization for Machine Translation
... novel binarization method, aiming to find better binarizations to improve an SCFG-based machine translation ...the binarization optimiza- tion as a cost reduction process, where the ... See full document
9
Binarization of Synchronous Context Free Grammars
... on synchronous grammars and tree transducers promise to improve the quality of statistical machine translation output, but are often very computationally ...of binarization for ... See full document
38
General binarization for parsing and translation
... statistical machine translation ...of synchronous grammar describing a binary translation rela- tion between strings and/or trees, such as syn- chronous context-free grammars (SCFGs) (Lewis ... See full document
10
Machine Translation Using Probabilistic Synchronous Dependency Insertion Grammars
... training corpora. Loose translations are less of a problem for string based approaches than for approaches that require syntactic analysis. Hajic et al. (2002) limited non-isomorphism by n-to-m matching of nodes in the ... See full document
8
Phrase Dependency Machine Translation with Quasi Synchronous Tree to Tree Features
... We see the three Moses systems as our primary baselines because Moses was used to generate phrase lattices for our system. Our model adds new syntactic structures and features to Moses, but because our decoder use Moses’ ... See full document
54
Quasi Synchronous Phrase Dependency Grammars for Machine Translation
... QPDG features described in §4. In our experiments, we compare our QPDG system (lattice parsing on each lattice) to the Moses baseline (finding the best path through each lattice). The conventional wis- dom holds that ... See full document
12
Multi Target Machine Translation with Multi Synchronous Context free Grammars
... providing better translation ...of synchronous context-free grammars to handle multiple tar- gets, and describe methods for rule extraction, scoring, pruning, and search with these mod- ... See full document
10
Synchronous Tree Adjoining Machine Translation
... There are many potential directions for research to proceed. One possibility is to investigate other methods of making the required vs. optional de- cision, either using linguistic resources such as COMLEX or ... See full document
10
Max Margin Synchronous Grammar Induction for Machine Translation
... Traditional synchronous grammar induction estimates parameters by maximizing likeli- hood, which only has a loose relation to trans- lation ...inducing synchronous grammars for machine ... See full document
10
Machine Translation Based on Constraint Based Synchronous Grammar
... of synchronous grammar, Constraint-Based Synchronous Grammar (CSG), is proposed based on the formalism of context-free ...possible translation patterns for source pro- ...the synchronous ... See full document
12
Terminal Aware Synchronous Binarization
... binarizing synchronous context-free grammars within a semiring parsing ...proposed binarization methods that explicitly take terminals into ...do better by putting infrequent derivations as low as ... See full document
6
Enhancing Machine Translation Using Graph Approach
... Rule-Based Machine Translation (RBMT also known as “Knowledge-Based Abstract: In the present world, the things get change and the use of automatic machines are increasingly popular, the intelligent ... See full document
5
Synchronous Binarization for Machine Translation
... a synchronous tree that agrees with the alignment indicated by the permu- ...one binarization patterns among which we only need ...unique synchronous derivation (binariza- tion ... See full document
8
Proceedings of the First Conference on Machine Translation: Volume 1, Research Papers
... The focus of our conference was to use parallel corpora for machine translation. Recent experimentation has shown that the performance of SMT systems varies greatly with the source language. In this ... See full document
28
Hybrid Machine Aided Translation System based on Constraint Synchronous Grammar and Translation Corresponding Tree
... for translation, it is first analyzed, and the sentences are compared with the past TCT examples stored in the Knowledge ...the translation by referencing the translations of the analog ...new ... See full document
8
Urdu to English Machine Translation using Bilingual Evaluation Understudy
... of translation into three ...corresponding translation fragments and 3) Re-combination that generates the target text in surface form of the target ...transfer translation of new ...of ... See full document
8
Learning Synchronous Grammars for Semantic Parsing with Lambda Calculus
... which is the construction of a complete, formal meaning representation (MR) of an NL sentence. In our previous work (Wong and Mooney, 2006), se- mantic parsing is cast as a machine translation task, where ... See full document
8
Learning Probabilistic Synchronous CFGs for Phrase Based Translation
... express translation phenomena, which has been shown to offer competitive performance in ...for machine translation has proven notoriously difficult, most successful SCFG models for SMT rely on rules ... See full document
9
Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability
... chine translation results is to run the optimizer once per system configuration and to draw conclusions about the experimental manipulation from this sin- gle ... See full document
6
Learning to translate with products of novices: a suite of open ended challenge problems for teaching MT
... for translation models, that model choice is a tradeoff between expressivity and efficient inference, and that optimal search does not guarantee optimal ... See full document
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