• Computer Science
  • Published in AAAI 2016

Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge

@inproceedings{Gardner2016OpenVocabularySP,
  title={Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge},
  author={Matt Gardner and Jayant Krishnamurthy},
  booktitle={AAAI},
  year={2016}
}
Traditional semantic parsers map language onto compositional, executable queries in a fixed schema. This mapping allows them to effectively leverage the information contained in large, formal knowledge bases (KBs, e.g., Freebase) to answer questions, but it is also fundamentally limiting---these semantic parsers can only assign meaning to language that falls within the KB's manually-produced schema. Recently proposed methods for open vocabulary semantic parsing overcome this limitation by… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 17 CITATIONS

Lifecycle of neural semantic parsing

VIEW 1 EXCERPT
CITES BACKGROUND

Dependency-based Hybrid Trees for Semantic Parsing

VIEW 1 EXCERPT
CITES METHODS

References

Publications referenced by this paper.
SHOWING 1-10 OF 25 REFERENCES