Supervised Open Information Extraction

@inproceedings{Stanovsky2018SupervisedOI,
  title={Supervised Open Information Extraction},
  author={Gabriel Stanovsky and Julian Michael and Luke Zettlemoyer and I. Dagan},
  booktitle={NAACL-HLT},
  year={2018}
}
We present data and methods that enable a supervised learning approach to Open Information Extraction (Open IE. [...] Key Method We also develop a biLSTM transducer, extending recent deep Semantic Role Labeling models to extract Open IE tuples and provide confidence scores for tuning their precision-recall tradeoff. Furthermore, we show that the recently released Question-Answer Meaning Representation dataset can be automatically converted into an Open IE corpus which significantly increases the amount of…Expand
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