Sciweavers

141 search results - page 17 / 29
» Semi-Supervised Semantic Role Labeling
Sort
View
ACL
2009
13 years 5 months ago
Generalizing over Lexical Features: Selectional Preferences for Semantic Role Classification
This paper explores methods to alleviate the effect of lexical sparseness in the classification of verbal arguments. We show how automatically generated selectional preferences ar...
Beñat Zapirain, Eneko Agirre, Lluís ...
FLAIRS
2008
13 years 9 months ago
A Semantic Parser for Neuro-Degenerative Disease Knowledge Discovery
Ever increasing size of the biomedical literature makes tapping into implicit knowledge in scientific literature a necessity for knowledge discovery. In this paper, a semantic par...
I. Burak Ozyurt
AAAI
2008
13 years 9 months ago
Towards Automatic Animated Storyboarding
In this paper, we propose a machine learning-based NLP system for automatically creating animated storyboards using the action descriptions of movie scripts. We focus particularly...
Patrick Ye, Timothy Baldwin
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
IJCNLP
2005
Springer
14 years 1 months ago
Semantic Role Tagging for Chinese at the Lexical Level
This paper reports on a study of semantic role tagging in Chinese, in the absence of a parser. We investigated the effect of using only lexical information in statistical training;...
Oi Yee Kwong, Benjamin K. Tsou