dialogue_gcn

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

Requirements

• torch 1.6.0
• pytorch_geometric 1.6.3

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%