Papers with Dialog act prediction
MIDAS: A Dialog Act Annotation Scheme for Open Domain HumanMachine Spoken Conversations (2021.eacl-main)
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| Challenge: | Existing dialog act schemes are designed for human-human conversations, but are not suitable for automatic speech recognition. |
| Approach: | They propose a dialog act annotation scheme for open-domain human-machine conversations . they collected 24K utterances from a large open- domain spoken conversation dataset . |
| Outcome: | The proposed scheme achieves an F1 score of 0.79 on a 24K spoken conversation dataset. |