whatissimondoing/CoG-BART

Official repository of the AAAI'2022 paper "Contrast and Generation Make BART a Good Dialogue Emotion Recognizer"

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This project helps researchers and developers working with conversational AI to accurately identify emotions within dialogue. It takes a conversation's text as input and outputs classifications of the emotional states of speakers within that dialogue. This is primarily useful for academics or NLP engineers focusing on speech analysis and human-computer interaction.

No commits in the last 6 months.

Use this if you need to build or evaluate advanced models for recognizing emotions in conversational text datasets.

Not ideal if you're looking for an out-of-the-box solution for general sentiment analysis or if you don't have access to powerful GPU resources.

dialogue-emotion-recognition conversational-ai natural-language-processing computational-linguistics
Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 8 / 25
Maturity 16 / 25
Community 10 / 25

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Stars

51

Forks

5

Language

Python

License

Apache-2.0

Last pushed

Jan 24, 2022

Commits (30d)

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