This repository provides implementations of multiple deep learning architectures for Emotion Recognition in Conversations (ERC), including DialogueRNN, bcLSTM, DialogueGCN, and COSMIC. The models use LSTM layers, memory networks, and graph neural networks to capture speaker dependencies and context in conversational data, trained on dialogue datasets with PyTorch.