[PDF] Top 20 RegMT System for Machine Translation, System Combination, and Evaluation

... chine translation, translations are performed at the sentence level and this enables us to select a small number of training instances for each test instance to guide the translation ... See full document

... diversified translation systems from a single Statistical Machine Translation (SMT) engine for system ...weak translation systems is gener- ated from a baseline system in an ... See full document

... typical translation errors generated by each system was performed following the framework proposed in Vilar et ...Human evaluation of translation output is a time- consuming process, thus a ... See full document

... statistical machine translation (SMT), and found that a system which relied on characters performed slightly worse than when it used segmented words (Xu et ...automatic evaluation of Chinese ... See full document

... The combination outputs from confusion network decoding may be ungrammatical due to alignment ...the system and feature weights simultane- ously so as to optimize various automatic evaluation metrics ... See full document

... 1997), machine translation system com- bination typically operates by aligning the transla- tions produced by two or more individual transla- tion systems and then using the alignments to con- struct ... See full document

... our system, we adopt TERp (Snover et ...automatic evaluation metrics for MT, based on measuring the ratio of the number of edit opera- tions between the reference sentence and the MT system ... See full document

... phrase translation pairs from each de- coder’s ...word translation model with a general ...from system outputs, then prune the table with translation ...fined translation models and ... See full document

... based machine translation (TRegMT) is both reducing the computational burden of the regression approach by reducing the dimension- ality of the training set and the feature set and also improving the ... See full document

... bining machine translations produced by different systems given the same ...follow system outputs in sentence order, switching between systems mid-sentence to produce a combined ...English system. ... See full document

... the machine translation ...mental evaluation finds that our algorithm is able to segment the input two to three times more frequently than conventional methods in terms of number of words, while ... See full document

... by system combination, which attempts to find consensus translations a- mong different machine translation ...sentence-level system combination methods were well studied ... See full document

... Current system combination methods usu- ally use confusion networks to find consensus translations among different ...lattice-based system combination model that allows for such phrase ... See full document

... the system combina- tion task of the sixth workshop on statistical machine translation (WMT ...linear combination of the component systems’ prob- ability distributions to search for the ... See full document

... systems: Machine Translation ...chine translation, mostly BLEU (Papineni et ...quality evaluation in ...correct translation (Callison-Burch et ... See full document

... different translation issues, reordering the subject and main verbs was the only structural pattern that recurred consistently throughout the set, appearing in 8 of the 29 relevant ... See full document

... the translation results in the General and News domains Bodo to English MT system has been evaluated using a BLEU (Bilingual Evaluation Understudy) ...Automatic evaluation technique that can ... See full document

... A METAL grammar rule consists of five analysis sections, plus an additional section for each target language: a top llne describing the phrase structure with an optional enumeration of e[r] ... See full document

... At a certain point a path will reach the end, i.e., no more states can be generated from it according to the state expansion requirement. Then it is marked as a finished path. However, sometimes the state may contain a ... See full document

... state-of-the-art system combination method for machine translation (MT) is based on confusion networks constructed by aligning hypotheses with regard to word ...novel system ... See full document