[PDF] Top 20 Efficient Solutions for Word Reordering in German English Phrase Based Statistical Machine Translation

... is based on a chart parsing algorithm, whose complexity is cu- bic in the input length, and even higher when tak- ing into account the target language ...long-range reordering similarly to set- ting a ... See full document

... main word order feature (subject, object, ...in English) we count zero difference for that feature, and when one of the languages has a mixed order we count a half ...and phrase-level differences ... See full document

... incorporate word reordering information into hierarchical phrase-based SMT by training a series of separate reordering sub- models for word pairs with different ...the ... See full document

... distance word reordering is a major challenge in statistical machine translation re- ...stantial word order ...model based on word or- der precedence in the target ... See full document

... improve translation output– has been explored by many ...for translation from French to English, where context-free constituency reordering rules are acquired automatically using source and ... See full document

... while word alignment is produced by the Berke- ley Aligner (Liang et ...a phrase translation model, a lexi- calized reordering model, a 6-gram target language model, distortion cost, ... See full document

... Phrase-based statistical machine translation (PBSMT) (Koehn et ...is word reordering. Since PBSMT models the translation process using a phrase table, it is ... See full document

... MaxEnt-based phrase reordering model in the sys- tem trained on large bitexts, we remove colloca- tion features and only use lexical features from the last words of blocks (similar to those from the ... See full document

... the statistical approach. In some studies, reordering decisions are done “deterministically” by supply- ing the decoder with a canonical word order (Xia and McCord, 2004; Collins et ...These ... See full document

... Hierarchical phrase-based machine trans- lation can capture global reordering with synchronous context-free grammar, but has little ability to evaluate the correctness of word orderings ... See full document

... Syntax-based reordering as a preprocessing step has been applied to many language pairs other than ...sentence based on pre- defined, linguistically motivated ...for German-to-English ... See full document

... three translation units for reordering in Chinese-English Machine ...of translation units of the Chinese NPs, we built some formalized rules to recognize the boundaries of ... See full document

... the translation quality done ...quality, word alignment quality and quality of ...automatic reordering rules. Table 9 showed the translation output examples are better than baseline system ... See full document

... and English sen- tence pair with word ...Chinese word and an English ...monotone translation order. For such kinds of phrase a mo- notone reordering model is enough to ... See full document

... The phrase-based systems were trained in both directions using same amounts of training ...The phrase pairs were extracted based on a union of HMM and maxent alignments with corpus-selective ... See full document

... Document Retrieval: document/s, retrieval, query/ies, term, relevant/ance, collection, indexing, search SRL/Framenet: argument/s, role/s, predicate, frame, FrameNet, predicates, labeling, PropBank Wordnet/Multilingual ... 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

... N-best phrase alignments of the training bilingual sentences for the IWSLT 2005 Japanese-English and Chinese- English translation tasks (Eck and Hori, ...to English translations, they ... See full document

... the translation of a phrase using the word-based translation ...literal translation of phrase constituents is often in- appropriate from a linguistic point of ...The ... See full document

... of statistical machine translation have strong relation with properly aligned parallel ...Oromo-English statistical machine translation in the text ...directional ... See full document