When Are Tree Structures Necessary for Deep Learning of Representations?

Jiwei Li, Thang Luong, Dan Jurafsky, Eduard H. Hovy. When Are Tree Structures Necessary for Deep Learning of Representations?. In Lluís Màrquez, Chris Callison-Burch, Jian Su, Daniele Pighin, Yuval Marton, editors, Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015. pages 2304-2314, The Association for Computational Linguistics, 2015. [doi]

Abstract

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