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Natural Language Processing

Accurate Supervised and Semi-Supervised Machine Reading for Long Documents
We introduce a hierarchical architecture for machine reading capable of extracting precise information from long documents. The model …
Coarse-to-Fine Question Answering for Long Documents
We present a framework for question answering that can efficiently scale to longer documents while maintaining or even improving …