Neural Natural Language Inference Models Enhanced with External Knowledge

@inproceedings{Chen2018NeuralNL,
  title={Neural Natural Language Inference Models Enhanced with External Knowledge},
  author={Qian Chen and Xiao-Dan Zhu and Zhen-Hua Ling and Diana Inkpen and Si Wei},
  booktitle={ACL},
  year={2018}
}
  • Qian Chen, Xiao-Dan Zhu, +2 authors Si Wei
  • Published in ACL 2018
  • Computer Science
  • Modeling natural language inference is a very challenging task. With the availability of large annotated data, it has recently become feasible to train complex models such as neural-network-based inference models, which have shown to achieve the state-of-the-art performance. Although there exist relatively large annotated data, can machines learn all knowledge needed to perform natural language inference (NLI) from these data? If not, how can neural-network-based NLI models benefit from… CONTINUE READING

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