[PDF] Top 20 Improvements in Phrase Based Statistical Machine Translation

... Single-Word Based Systems (SWB). First, there is a monotone search variant (Mon) that translates each word of the source sentence from left to right. The second vari- ant allows reordering according to the ... See full document

... to improvements due to the se- mantic LM in all our experiments, which is reason- able because the model specifically targets content words, which benefit from the information weight- ing done by the NIST ... See full document

... the translation model. Both were developed for tuple-based translation systems, ...e.g. based on bilingual ...good improvements in the BLEU scores for several tasks, but the approach ... See full document

... in improvements compared to a monotone ...a translation qual- ity similar to an unconstrained search. The translation results with the ITG constraints even outperformed the unconstrained search ... See full document

... hierarchical phrase based ...showed improvements of ...hierarchical phrase-based SMT systems on two datasets for German-to-English ...existing phrase- level alignments that have ... See full document

... in phrase-based statistial machine translation ...ical phrase-based machine translation de- coder using a left-to-right decoding strat- egy to a right-to-left ... See full document

... rent statistical machine translations are per- formed on phrases, which are considered as translation ...the phrase predicted by a language model. To build the new phrase-based ... See full document

... frame phrase-based de- coding as an instance of a generalised Travel- ling Salesman Problem (TSP) and rely on ro- bust solvers to perform ...the translation options, with each node representing a ... See full document

... human translation for example, is its partly repetitive ...same machine translation system is handled by multiple post-editors, then the opportunities for factoring corrections become much more ... See full document

... guage in India. It has more than 200 million speak- ers around the world. However, Bangla has few available language resources, and lacks resources for machine translation. In our experiments, we use ... See full document

... for translation model (TM) adaptation using phrase train- ...perform phrase training on a smaller in-domain ...lectures translation tasks show significant improvements of the adapted ... See full document

... and translation decisions in the latter – we intro- duce modified distortion matrices: a novel method to seamlessly provide to the decoder a set of likely long reorderings pre-computed for a given input ... See full document

... for phrase-based ...for translation dictionary induction (Schafer and Yarowsky, 2002), word sense disam- biguation (Diab and Resnik, 2002), and so ... See full document

... The main contribution of this paper has been to propose a transformation for an arbitrary phrase- based SMT decoding instance into a TSP instance. While certain similarities of SMT decoding and TSP were ... See full document

... also based on the edit distance concept has recently arisen as an evolution of WER towards ...the translation edit rate (TER), and it has become popular because it takes into ac- count the basic ... See full document

... The 4th Workshop on South and Southeast Asian NLP WSSANLP, International Joint Conference on Natural Language Processing, pages 72–76, Nagoya, Japan, 14-18 October 2013.... ºï ðòïï ðòðç.[r] ... See full document

... a translation task in which source and target language are the ...and Machine Translation (MT) are in- stances of Text-To-Text Generation, which involves transforming one text into another, obeying ... See full document

... Abstract- Machine Translation (MT) is a technique that automatically translates text from one natural language to another using machine like ...computer. Machine Transliteration (MTn) is also ... See full document

... of Statistical Machine Translation as well as those of testing sig- nificance of associations in two by two contingency tables departing from ...only phrase pairs that pass a significance ... See full document

... extract phrase pairs in the standard way (Och & Ney, 2003) and associate with each phrase-pair a set of target language syntactic struc- tures based on supertag ... See full document