AllenNLP: A Deep Semantic Natural Language Processing Platform

  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},
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
Highly Cited
This paper has 77 citations. REVIEW CITATIONS
This paper has been referenced on Twitter 32 times. VIEW TWEETS


Publications citing this paper.

77 Citations

Citations per Year
Semantic Scholar estimates that this publication has 77 citations based on the available data.

See our FAQ for additional information.