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