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EduEmo

Source code for the paper "Elementary Discourse Units with Sparse Attention for Multi-label Emotion Classification"

Requirement

python 3.7
torch 1.9.0
Other packages can be installed via:

pip install -r requirements.txt

Usage

Preprocessing

  • SemEval18: Download EDU segmentation toolkits SegBot and run data/preprocess.py.
  • Ren_CECps: The use of this data set requires permission from the author. Download EDU segmentation toolkits (here) and run parser.py.

Training

python scripts/train.py 

Evaluation

python scripts/test.py

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