AllenNLP: A Deep Semantic Natural Language Processing Platform

@article{Gardner2018AllenNLPAD,
  title={AllenNLP: A Deep Semantic Natural Language Processing Platform},
  author={Matt Gardner and Joel Grus and Mark Neumann and Oyvind Tafjord and Pradeep Dasigi and Nelson F. Liu and Matthew E. Peters and Michael Schmitz and Luke S. Zettlemoyer},
  journal={CoRR},
  year={2018},
  volume={abs/1803.07640}
}
Modern natural language processing (NLP) research requires writing code. Ideally this code would provide a precise definition of the approach, easy repeatability of results, and a basis for extending the research. However, many research codebases bury high-level parameters under implementation details, are challenging to run and debug, and are difficult enough to extend that they are more likely to be rewritten. This paper describes AllenNLP, a library for applying deep learning methods to NLP… CONTINUE READING
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