%0 Conference Proceedings %T Natural Language Inference from Multiple Premises %A Lai, Alice %A Bisk, Yonatan %A Hockenmaier, Julia %Y Kondrak, Greg %Y Watanabe, Taro %S Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers) %D 2017 %8 November %I Asian Federation of Natural Language Processing %C Taipei, Taiwan %F lai-etal-2017-natural %X 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, emphasizes knowledge of everyday events, and presents a more challenging setting for textual entailment. We evaluate several strong neural baselines and analyze how the multiple premise task differs from standard textual entailment. %U https://aclanthology.org/I17-1011 %P 100-109