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We propose a neural machine-reading model that constructs dynamic knowledge graphs from procedural text.
Long short-term memory
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Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding, Brad Huang, Peter Clark, and Christopher D Manning · 2014
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Adams Wei Yu, David Dohan, Minh-Thang Luong, Rui Zhao, Kai Chen, Mohammad Norouzi, and Quoc V Le · 2016
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Omer Levy, Minjoon Seo, Eunsol Choi, and Luke S. Zettlemoyer · 2017
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Caiming Xiong, Victor Zhong, and Richard Socher · 2017
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Antoine Bosselut, Omer Levy, Ari Holtzman, Corin Ennis, Dieter Fox, and Yejin Choi · 2018
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Tracking state changes in procedural text: a challenge dataset and models for process paragraph comprehension
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Mikael Henaff, Jason Weston, Arthur Szlam, Antoine Bordes, and Yann LeCun · 2017
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Bidirectional attention flow for machine comprehension
Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, and Hannaneh Hajishirzi
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Minjoon Seo, Sewon Min, Ali Farhadi, and Hannaneh Hajishirzi
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