id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
work_i6lb576gyjb35noib34kxoed2e	Michael Roth	Context-aware Frame-Semantic Role Labeling	2015	13	.pdf	application/pdf	7957	593	54	Roth, M & Lapata, M 2015, 'Context-aware Frame-Semantic Role Labeling', Transactions of the Association In this paper, we present a semantic role labeling system that takes into account sentence and discourse context. role labeled text, resources like FrameNet (Ruppenhofer et al., 2010) group semantic predicates into socalled frames, i.e., conceptual structures describing In Section 2, we present related work on semantic role labeling and the various features applied Early work in SRL dates back to Gildea and Jurafsky (2002), who were the first to model role assignment to verb arguments based on FrameNet. Their prior work where features based on discourse context are used to assign roles on the sentence level. Discourse-like features have been previously applied in models that deal with so-called implicit arguments, i.e., roles which are not locally realized Our goal is to learn a better model for FrameNetbased semantic role labeling using linguistically inspired features such as those described in the previous sections.	./cache/work_i6lb576gyjb35noib34kxoed2e.pdf	./txt/work_i6lb576gyjb35noib34kxoed2e.txt