Monolingual Treebanks Sample Clauses

Monolingual Treebanks. ‌ Since all of our experiments are centered around the task of Chinese to English transla- tion, we require monolingual parsers for both these languages, both as evaluation baselines and to provide features for the bilingual parsing models. Although these parsers could, in principle, be trained on the monolingual projections of our bilingual treebank, this dataset is Corpus Source Documents Sentences English Training Chinese Training Penn WSJ Penn CTB Sections 2-21 Articles 400-1151 40k 15k Table 2.1: Monolingual treebank corpus descriptions. Corpus Source Sentences English Words Chinese Words Training Mixed 506k 11.2M 10.8M Tuning MT04+MT05 1000 24k 22k Test MT04+MT05 642 15k 14k Table 2.2: Unannotated parallel corpora descriptions. relatively small, and the performance of the parsers is improved dramatically by including additional monolingual training data. The English treebank used is the standard training set from the Penn Wall Street Journal Treebank (Xxxxxx et al., 1993). For Chinese, we used the Penn Chinese Treebank v5.0 (Xxx et al., 2005), excluding the first 325 articles (these appear in our bilingual treebank). Details are in Table 2.1.
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