Learning Semantic Grammars with Constructive Inductive Logic Programming

@inproceedings{Zelle1993LearningSG,
  title={Learning Semantic Grammars with Constructive Inductive Logic Programming},
  author={John M. Zelle and Raymond J. Mooney},
  booktitle={AAAI},
  year={1993}
}
Automating the construction of semantic grammars is a diicult and interesting problem for machine learning. This paper shows how the semantic-grammar acquisition problem can be viewed as the learning of search-control heuris-tics in a logic program. Appropriate control rules are learned using a new rst-order induction algorithm that automatically invents useful syntactic and semantic categories. Empirical results show that the learned parsers generalize well to novel sentences and out-perform… CONTINUE READING
Highly Cited
This paper has 137 citations. REVIEW CITATIONS

Topics

Statistics

051015'96'99'02'05'08'11'14'17
Citations per Year

138 Citations

Semantic Scholar estimates that this publication has 138 citations based on the available data.

See our FAQ for additional information.