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To Test Machine Comprehension, Start by Defining Comprehension
TLDR
We propose that the first step in defining MRC tasks should be specifying what content a system would likely need to understand for a given class of applica- ar X iv . Expand
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GLUCOSE: GeneraLized and COntextualized Story Explanations
TLDR
We introduce GLUCOSE, a large-scale dataset of implicit commonsense causal knowledge, encoded as causal mini-theories about the world, each grounded in a narrative context. Expand
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IBM's PIQUANT II in TREC2005
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Open-Domain Frame Semantic Parsing Using Transformers
TLDR
We show that a purely generative encoder-decoder architecture handily beats the previous state of the art in FrameNet 1.7 parsing, and that a mixed decoding multi-task approach achieves even better performance. Expand
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