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DialogueGCN

Pytorch implementation to paper "DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation".

Running

You can run the whole process very easily. Take the IEMOCAP corpus for example:

Step 1: Preprocess.

./scripts/iemocap.sh preprocess

Step 2: Train.

./scripts/iemocap.sh train

Performance Comparision

- Dataset Weighted F1
Original IEMOCAP 64.18%
This Implementation IEMOCAP 64.10%

Credits

Mian Zhang (Github: mianzhang)