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» A Joint Model for Extended Semantic Role Labeling
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ACL
2006
13 years 8 months ago
Semantic Role Labeling via FrameNet, VerbNet and PropBank
This article describes a robust semantic parser that uses a broad knowledge base created by interconnecting three major resources: FrameNet, VerbNet and PropBank. The FrameNet cor...
Ana-Maria Giuglea, Alessandro Moschitti
COLING
2008
13 years 8 months ago
Semantic Role Assignment for Event Nominalisations by Leveraging Verbal Data
This paper presents a novel approach to the task of semantic role labelling for event nominalisations, which make up a considerable fraction of predicates in running text, but are...
Sebastian Padó, Marco Pennacchiotti, Caroli...
NAACL
2007
13 years 8 months ago
Can Semantic Roles Generalize Across Genres?
PropBank has been widely used as training data for Semantic Role Labeling. However, because this training data is taken from the WSJ, the resulting machine learning models tend to...
Szu-ting Yi, Edward Loper, Martha Palmer
GEOS
2005
Springer
14 years 19 days ago
Extending Semantic Similarity Measurement with Thematic Roles
Semantic similarity measurement plays a significant role in semantic interoperability and in information retrieval within the geo domain as it supports the detection of conceptuall...
Krzysztof Janowicz
EMNLP
2007
13 years 8 months ago
Using Semantic Roles to Improve Question Answering
Shallow semantic parsing, the automatic identification and labeling of sentential constituents, has recently received much attention. Our work examines whether semantic role info...
Dan Shen, Mirella Lapata