Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation. (arXiv:2206.03173v1 [cs.CL])

The emotion recognition in conversation (ERC) task aims to predict the
emotion label of an utterance in a conversation. Since the dependencies between
speakers are complex and dynamic, which consist of intra- and inter-speaker
dependencies, the modeling of speaker-specific information is a vital role in
ERC. Although existing researchers have proposed various methods of speaker
interaction modeling, they cannot explore dynamic intra- and inter-speaker
dependencies jointly, leading to the insufficient comprehension of context and
further hindering emotion prediction. To this …

arxiv conversation emotion encoder encoder-decoder framework