Graph Based Network with Contextualized Representations of Turns in Dialogue

Benchmark Model Rank Results
dialog-relation-extraction-on-dialogreTUCORE-GCN_RoBERTa#4F1 (v2): 73.1F1c (v2): 65.9
dialog-relation-extraction-on-dialogreTUCORE-GCN_BERT#9F1 (v2): 65.5F1c (v2): 60.2
emotion-recognition-in-conversation-on-3TUCORE-GCN_RoBERTa#1Micro-F1: 61.91
emotion-recognition-in-conversation-on-3TUCORE-GCN_BERT#9Micro-F1: 58.34
emotion-recognition-in-conversation-on-4TUCORE-GCN_RoBERTa#10Weighted-F1: 39.24
emotion-recognition-in-conversation-on-4TUCORE-GCN_BERT#18Weighted-F1: 36.01
emotion-recognition-in-conversation-on-meldTUCORE-GCN_RoBERTa#22Weighted-F1: 65.36
emotion-recognition-in-conversation-on-meldTUCORE-GCN_BERT#30Weighted-F1: 62.47