@InProceedings{balazs-marresetaylor-matsuo:2018:WASSA2018,
  author    = {Balazs, Jorge  and  Marrese-Taylor, Edison  and  Matsuo, Yutaka},
  title     = {IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations},
  booktitle = {Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis},
  month     = {October},
  year      = {2018},
  address   = {Brussels, Belgium},
  publisher = {Association for Computational Linguistics},
  pages     = {50--56},
  abstract  = {In this paper we describe our system designed for the WASSA 2018 Implicit Emotion Shared Task (IEST), which obtained second place out of 30 teams with a test macro F1 score of 0.710. The system is composed of a single pre-trained ELMo layer for encoding words, a Bidirectional Long-Short Memory Network BiLSTM for enriching word representations with context, a max-pooling operation for creating sentence representations from them, and a Dense Layer for projecting the sentence representations into label space. Our},
  url       = {http://aclweb.org/anthology/W18-6208}
}