Substitute Based SCODE Word Embeddings in Supervised NLP Tasks
Table 11: Dependency Parsing Results for ConLL 2006 Languages for SCODE Embeddings. English results are from ConLL 2008. The ones in bold font are the highest scores in their rows.
['[BOLD] Language', '[BOLD] Baseline', '[BOLD] State-of-The-Art', '[BOLD] SCODE Embeddings']
In the third column, the parser using the SCODE embeddings are listed. SCODE embeddings improve parsers for 6 out of 7 languages and achieve the best results for 5 out of 7 of them.