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ACL
2010
13 years 5 months ago
Towards Open-Domain Semantic Role Labeling
Current Semantic Role Labeling technologies are based on inductive algorithms trained over large scale repositories of annotated examples. Frame-based systems currently make use o...
Danilo Croce, Cristina Giannone, Paolo Annesi, Rob...
ANLP
2000
89views more  ANLP 2000»
13 years 9 months ago
Assigning Function Tags to Parsed Text
It is generally recognized that the common nonterminal labels for syntactic constituents (NP, VP, etc.) do not exhaust the syntactic and semantic information one would like about ...
Don Blaheta, Eugene Charniak
COGSCI
2010
59views more  COGSCI 2010»
13 years 7 months ago
Effect of Representational Distance Between Meanings on Recognition of Ambiguous Spoken Words
Previous research indicates that mental representations of word meanings are distributed along both semantic and syntactic dimensions such that nouns and verbs are relatively dist...
Daniel Mirman, Ted J. Strauss, James A. Dixon, Jam...
ACL
2007
13 years 9 months ago
Fast Semantic Extraction Using a Novel Neural Network Architecture
We describe a novel neural network architecture for the problem of semantic role labeling. Many current solutions are complicated, consist of several stages and handbuilt features...
Ronan Collobert, Jason Weston
EMNLP
2004
13 years 9 months ago
The Influence of Argument Structure on Semantic Role Assignment
We present a data and error analysis for semantic role labelling. In a first experiment, we build a generic statistical model for semantic role assignment in the FrameNet paradigm...
Sebastian Padó, Gemma Boleda