Corpus ID: 8535316

Bidirectional Attention Flow for Machine Comprehension

@article{Seo2017BidirectionalAF,
  title={Bidirectional Attention Flow for Machine Comprehension},
  author={Minjoon Seo and Aniruddha Kembhavi and Ali Farhadi and Hannaneh Hajishirzi},
  journal={ArXiv},
  year={2017},
  volume={abs/1611.01603}
}

• Minjoon Seo, Aniruddha Kembhavi, +1 author Hannaneh Hajishirzi
• Published 2017
• Computer Science
• ArXiv

Machine comprehension (MC), answering a query about a given context paragraph, requires modeling complex interactions between the context and the query. [...] Key Method In this paper we introduce the Bi-Directional Attention Flow (BIDAF) network, a multi-stage hierarchical process that represents the context at different levels of granularity and uses bi-directional attention flow mechanism to obtain a query-aware context representation without early summarization. Our experimental evaluations show that our…Expand

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