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» Automatic Labeling of Semantic Roles
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EMNLP
2009
14 years 7 months ago
On the Role of Lexical Features in Sequence Labeling
We use the technique of SVM anchoring to demonstrate that lexical features extracted from a training corpus are not necessary to obtain state of the art results on tasks such as N...
Yoav Goldberg, Michael Elhadad
AAAI
2006
14 years 11 months ago
Automatically Labeling the Inputs and Outputs of Web Services
Information integration systems combine data from multiple heterogeneous Web services to answer complex user queries, provided a user has semantically modeled the service first. T...
Kristina Lerman, Anon Plangprasopchok, Craig A. Kn...
NLDB
2010
Springer
14 years 11 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
ACL
2011
14 years 1 months ago
Scaling up Automatic Cross-Lingual Semantic Role Annotation
Lonneke van der Plas, Paola Merlo, James Henderson
NAACL
2007
14 years 11 months ago
Knowledge-Based Labeling of Semantic Relationships in English
An increasing number of NLP tasks require semantic labels to be assigned, not only to entities that appear in textual elements, but to the relationships between those entities. In...
Alicia Tribble