Substitute Based SCODE Word Embeddings in Supervised NLP Tasks
Table 10: Dependency Parsing Results for ConLL 2008 English Data for Word Embeddings. The ones in bold font are the highest scores in their columns.
['[BOLD] Word Embeddings', '[BOLD] Training Score', '[BOLD] Test Score']
Each word embedding shows improvements over baseline parser. However, improvements are marginal, similar to Chunking results. SCODE embeddings trained on RCV1 corpus achieve the best scores among others.