Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation

@inproceedings{Pust2015ParsingEI,
  title={Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation},
  author={Michael Pust and Ulf Hermjakob and Kevin Knight and Daniel Marcu and Jonathan May},
  booktitle={EMNLP},
  year={2015}
}
We present a parser for Abstract Meaning Representation (AMR). We treat Englishto-AMR conversion within the framework of string-to-tree, syntax-based machine translation (SBMT). To make this work, we transform the AMR structure into a form suitable for the mechanics of SBMT and useful for modeling. We introduce an AMR-specific language model and add data and features drawn from semantic resources. Our resulting AMR parser significantly improves upon state-of-the-art results. 
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