@InProceedings{nguyen-EtAl:2017:I17-2,
  author    = {Nguyen, Dai Quoc  and  Nguyen, Dat Quoc  and  Chu, Cuong Xuan  and  Thater, Stefan  and  Pinkal, Manfred},
  title     = {Sequence to Sequence Learning for Event Prediction},
  booktitle = {Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
  month     = {November},
  year      = {2017},
  address   = {Taipei, Taiwan},
  publisher = {Asian Federation of Natural Language Processing},
  pages     = {37--42},
  abstract  = {This paper presents an approach to the task of predicting an event description
	from a preceding sentence in a text. Our approach explores sequence-to-sequence
	learning using a bidirectional multi-layer recurrent neural network. Our
	approach substantially outperforms previous work in terms of the BLEU score on
	two datasets derived from WikiHow and DeScript respectively. Since the BLEU
	score is not easy to interpret as a measure of event prediction, we complement
	our study with a second evaluation that exploits the rich linguistic annotation
	of gold paraphrase sets of events.},
  url       = {http://www.aclweb.org/anthology/I17-2007}
}