[PDF] Top 20 A Direct Syntax Driven Reordering Model for Phrase Based Machine Translation

... The Model errors are due to two ...the model has learned to reorder the ‘PP VP’ structure but there is not much data for ‘PP ADVP ...The model fails to jump over PP into ... See full document

... rules based on a dependency parse and they report a negative result for Arabic to En- glish ...best reordering (in- stead of a lattice with possible reorderings) which makes the decoding significantly more ... See full document

... of reordering, the experiments takes 500 authentic patent texts provide by SIPO as the training ...Patent Machine Translation Pilot Task, containing 2,000 bilingual Chinese-English sentence ... See full document

... Lexicalized reordering model plays a central role in phrase-based statistical machine translation sys- ...The reordering model specifies the orientation for each ... See full document

... statistical machine translation (PBSMT) (Koehn et ...word reordering. Since PBSMT models the translation process using a phrase table, it is not easy to incorporate global information ... See full document

... practice syntax-based reordering also helps lo- cal ...the translation example of test (a) shown in table 6. Both the baseline model and our model translate in the same way up to ... See full document

... use phrase-based statistical machine translation (PSMT) to translate between language pairs which require long-range re- ordering has attracted a great deal of interest in re- cent ...the ... See full document

... demanding reordering task of translating between two distant languages, En- glish and ...described translation direction: English to ...the reordering challenges of this translation ... See full document

... CCG syntax is also gaining recognition as a useful tool for constraining statis- tical MT ...language model, although his model does not beat a supertag factored PMT ...improve translation, ... See full document

... and phrase-level differences (CDiff and PDiff) because the former account for most longer-range word movements, and the latter for the ...only phrase-level discordant features is likely to be suitable for a ... See full document

... noun phrase, adjectival and adverbial phrase, preposition and created manually written reordering rule set for English-Vietnamese language ...dependency syntax and transyntaxsformation rules ... See full document

... learn reordering rules from the word-aligned corpus with the original word order on both ...at translation time but consider multiple parse alternatives to create a lattice of possible translation ... See full document

... time. Reordering constraints are also important for translation quality because the existing models are typically not discriminative enough to guide the search over very large sets of reordering ... See full document

... statistical machine translation performed with phrase based approaches can be increased by permuting the words in the source sentences in an order which resem- bles that of the target ... See full document

... statistical machine trans- lation performed with phrase based ap- proaches can be increased by permuting the words in the source sentences in an order which resembles that of the target ...dependency ... See full document

... hierarchical phrase-based translation system, which has been open sourced for the scientific ...ferent machine translation ...novel reordering model for the hierarchical ... See full document

... local phrase movement that can be incorpo- rated into a Statistical Machine Transla- tion (SMT) ...procedures based on phrase alignment under the complete translation model ... See full document

... It has the following advantages over word-based alignment: • Since the translation model can directly depict phrase reordering in translation, it is more accurate for translation between[r] ... See full document

... combine phrase- based features and tree-based features into one ...better translation for Chinese-English transla- ...the model can in- clude complete rule sets together with word ... See full document

... initial phrase pair to the maximum coverage of 10 source words, we will lose the collocations such as “de” and “jvqing”, which indicates a reordering, by only considering the non-linguistic ...and ... See full document