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]

@inproceedings{LiLJH15,
  title = {When Are Tree Structures Necessary for Deep Learning of Representations?},
  author = {Jiwei Li and Thang Luong and Dan Jurafsky and Eduard H. Hovy},
  year = {2015},
  url = {http://aclweb.org/anthology/D/D15/D15-1278.pdf},
  researchr = {https://researchr.org/publication/LiLJH15},
  cites = {0},
  citedby = {0},
  pages = {2304-2314},
  booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015},
  editor = {Lluís Màrquez and Chris Callison-Burch and Jian Su and Daniele Pighin and Yuval Marton},
  publisher = {The Association for Computational Linguistics},
  isbn = {978-1-941643-32-7},
}