20 search results - page 2 / 4 » Learning a Compositional Semantic Parser using an Existing S... |
CICLING
2008
Springer
13 years 6 months ago
2008
Springer
We investigate the effect of encoding additional semantic and syntactic information sources in a classification-based machine learning approach to the task of coreference resolutio...
LBM
2007
13 years 6 months ago
2007
Background: Extracting Protein-Protein Interactions (PPI) from research papers is a way of translating information from English to the language used by the databases that store th...
ACL
2007
13 years 6 months ago
2007
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...
AAAI
1993
13 years 6 months ago
1993
Automating the construction of semantic grammars is a di cult and interesting problem for machine learning. This paper shows how the semantic-grammar acquisition problem can be vi...
EMNLP
2009
13 years 2 months ago
2009
We present the first unsupervised approach to the problem of learning a semantic parser, using Markov logic. Our USP system transforms dependency trees into quasi-logical forms, r...