Recognising Textual Entailment with Logical Inference

@inproceedings{Bos2005RecognisingTE,
  title={Recognising Textual Entailment with Logical Inference},
  author={Johan Bos and Katja Markert},
  booktitle={HLT/EMNLP},
  year={2005}
}
We use logical inference techniques for recognising textual entailment. As the performance of theorem proving turns out to be highly dependent on not readily available background knowledge, we incorporate model building, a technique borrowed from automated reasoning, and show that it is a useful robust method to approximate entailment. Finally, we use machine learning to combine these deep semantic analysis techniques with simple shallow word overlap; the resulting hybrid model achieves high… CONTINUE READING
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