• DOI:10.3115/v1/D14-1159
Corpus ID: 8471750

Modeling Biological Processes for Reading Comprehension

@inproceedings{Berant2014ModelingBP,
  title={Modeling Biological Processes for Reading Comprehension},
  author={Jonathan Berant and Vivek Srikumar and P. Chen and A. V. Linden and Brittany Harding and Brad Huang and Peter Clark and Christopher D. Manning},
  booktitle={EMNLP},
  year={2014}
}

• Jonathan Berant, Vivek Srikumar, +5 authors Christopher D. Manning
• Published in EMNLP 2014
• Computer Science

Machine reading calls for programs that read and understand text, but most current work only attempts to extract facts from redundant web-scale corpora. [...] Key Method To answer the questions, we first predict a rich structure representing the process in the paragraph. Then, we map the question to a formal query, which is executed against the predicted structure. We demonstrate that answering questions via predicted structures substantially improves accuracy over baselines that use shallower representations.Expand

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