Social and Behavioral Sciences Commons^™

Tag Dictionaries Accelerate Manual Annotation, Deryle W. Lonsdale, Marc A. Carmen, Paul Felt, Robbie A. Haertel, Peter J. Mcclanahan, Eric K. Ringger, Kevin Seppi

Faculty Publications

Expert human input can contribute in various ways to facilitate automatic annotation of natural language text. For example, a part-of-speech tagger can be trained on labeled input provided offline by experts. In addition, expert input can be solicited by way of active learning to make the most of annotator expertise. However, hiring individuals to perform manual annotation is costly both in terms of money and time. This paper reports on a user study that was performed to determine the degree of effect that a part-of-speech dictionary has on a group of subjects performing the annotation task. The user study was …