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NELEC at EmoContext : A Shared Task on Contextual Emotion Detection in Text

Our submission (NELEC) to the 3rd SemEval-2019 task : EmoContext. Pre-print (arXiv) available here

Notebook includes:

  • Regex-based replacement for slangs/typos
  • Basic data processing to increase vocabulary coverage
  • Recurrent model with LSTM and GRU bidirectional cells (skip connections), attention and cyclic-LR
  • emoji2vec for handling emojis in data

NELEC Source Code

  • The source code for NELEC is implemented in a proprietary internal Microsoft tool, and thus cannot be open-sourced. Contact either of the authors to know more.

Coming Soon

  • Implementation of NELEC in Python