Papers with AI dialogue systems
EnDex: Evaluation of Dialogue Engagingness at Scale (2022.findings-emnlp)
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| Challenge: | Existing models that measure engagement use expensive human annotas and abstract definitions of the term. |
| Approach: | They propose a human-reaction based model to evaluate dialogue engagingness . they propose combining distant-supervision with a theoretical foundation for engagement . |
| Outcome: | The proposed model is trained on 80k Reddit-based engagement datasets . it uses distant-supervision from human-reaction feedback to evaluate dialogue engagementness . |