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NLDB
2010
Springer
13 years 6 months ago
Semantic Enriching of Natural Language Texts with Automatic Thematic Role Annotation
Abstract. This paper proposes an approach which utilizes natural language processing (NLP) and ontology knowledge to automatically denote the implicit semantics of textual requirem...
Sven J. Körner, Mathias Landhäußer
AIIA
2007
Springer
13 years 11 months ago
A Tree Kernel-Based Shallow Semantic Parser for Thematic Role Extraction
We present a simple, two-steps supervised strategy for the identification and classification of thematic roles in natural language texts. We employ no external source of informat...
Daniele Pighin, Alessandro Moschitti
SEMCO
2007
IEEE
13 years 11 months ago
Thematic Role Based Generation of UML Models from Real World Requirements
Model-driven development depends on good initial models. Creating these models by hand is a challenging task, because of complex specification documents and change requests. We p...
Tom Gelhausen, Walter F. Tichy
EACL
2006
ACL Anthology
13 years 6 months ago
Automatic Annotation for All Semantic Layers in FrameNet
We describe a system for automatic annotation of English text in the FrameNet standard. In addition to the conventional annotation of frame elements and their semantic roles, we a...
Richard Johansson, Pierre Nugues
EMNLP
2009
13 years 2 months ago
Semi-supervised Semantic Role Labeling Using the Latent Words Language Model
Semantic Role Labeling (SRL) has proved to be a valuable tool for performing automatic analysis of natural language texts. Currently however, most systems rely on a large training...
Koen Deschacht, Marie-Francine Moens