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Showing 2017 · cs.CLShow all
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cs.CL2017★ 9 cited
Natural Language Inference from Multiple Premises
Alice Lai, Yonatan Bisk, Julia Hockenmaier
We define a novel textual entailment task that requires inference over multiple premise sentences. We present a new dataset for this task that minimizes trivial lexical inferences,…
cs.CL2017★ 114 cited
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
Tao Shen, Tianyi Zhou, Guodong Long +3
Recurrent neural nets (RNN) and convolutional neural nets (CNN) are widely used on NLP tasks to capture the long-term and local dependencies, respectively. Attention mechanisms hav…