Parallel Treebanks Sample Clauses

Parallel Treebanks. ‌ The novel models presented here all use a parallel bilingual treebank for both training and evaluation.1 Our annotated parallel data all comes from the English Chinese Transla- tion Treebank (Xxxx et al., 2007). This dataset consists of the documents from the Chinese Treebank v1.0 (Xxx et al., 2000), which have all since been translated into English. In ad- dition, the translated English sentences have been manually annotated with gold-standard parse trees using similar (though not quite identical) conventions as the Penn WSJ Tree- bank. Finally, this dataset was also later annotated with gold-standard word alignment information. Because the various components of this data set (English translations, English trees, gold word alignments) were released piecemeal, there is no publicly available cleanly sentence-aligned version of this corpus. Thus, we did have to perform some additional processing to make this data usable, throwing away all sentences that did not neatly align one-to-one2 or for which one or more annotations were missing. This filtering step left a total of 2749 sentence pairs from the 4180 sentences in the original data. The data was sep- arated into training, development, and test sets according to the standard Chinese treebank division. Details are in Table 2.3.