Improving Speculative Language Detection using Linguistic Knowledge
Guillermo Moncecchi, Jean-Luc Minel, Dina Wonsever · 2012
In this paper we present an iterative methodology to improve classifier performance by incorporating linguistic knowledge, and propose a way to incorporate domain rules into the learning process. We applied the methodology to the tasks of hedge cue recognition and scope detection and obtained competitive results on a publicly available corpus.