Can I read Technical Report: Adjudication of Coreference Annotations via Answer Set Optimization on EtoBox?

Technical Report: Adjudication of Coreference Annotations via Answer Set Optimization by Schüller, Peter is a scholarly article available to read on EtoBox.

What is Technical Report: Adjudication of Coreference Annotations via Answer Set Optimization about?

We describe the first automatic approach for merging coreference annotations obtained from multiple annotators into a single gold standard. This merging is subject to certain linguistic hard constraints and optimization criteria that prefer solutions with minimal divergence from annotators. The representation involves an equivalence relation over a large number of elements. We use Answer Set Programming to describe two representations of the problem and four objective functions suitable for different datasets. We provide two structurally different real-world benchmark datasets based on the METU-Sabanci Turkish Treebank and we report our experiences in using the Gringo, Clasp, and Wasp tools for computing optimal adjudication results on these datasets.

Author

Schüller, Peter

Published

2018

Language

EN