Wei Lu and Min-Yen Kan
AIRS 2005 (Jeju Island, Korea)
10/22
Evaluation on Syntax Analysis
•  Syntactic features alone do not outperform the simple text categorization (bag-of-words) baseline
We have conducted an experiment to verify the effectiveness of using syntax features.
As you can see, the results show that the more complex the syntax feature is, the more effective the categorization task it can perform.
From the experiment we can conclude that syntax features alone can perform a certain level of categorization task. However, it can not outperform the simple bag-of-words baseline.