Learning Transformation Rules for Semantic Role Labeling

Ken Williams, Christopher Dozier, J. Andrew McCulloh
2004 Conference on Computational Natural Language Learning  
This paper presents our work on Semantic Role Labeling using a Transformation-Based Error-Driven approach in the style of Eric Brill (Brill, 1995) . Our approach achieved an overall F 1 score of 43.48 on non-verb annotations. We believe our approach is noteworthy because of its novelty in this area and because it produces short lists of human-understandable transformation rules as its output.
dblp:conf/conll/WilliamsDM04 fatcat:gj3p4ua6jvh5flroxx6jigxv5m