Paper: Collective Semantic Role Labelling with Markov Logic

ACL ID W08-2125
Title Collective Semantic Role Labelling with Markov Logic
Venue International Conference on Computational Natural Language Learning
Session Main Conference
Year 2008
Authors

This paper presents our system for the Open Track of the CoNLL 2008 Shared Task (Surdeanu et al., 2008) in Joint De- pendency Parsing1 and Semantic Role La- belling. We use Markov Logic to define a joint SRL model and achieve a semantic F-score of 74.59%, the second best in the Open Track.