Papers by Floris Hengst
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition (2024.findings-naacl)
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| Challenge: | Existing frameworks for fast and accurate intent classification for task-oriented dialogue systems do not provide a clear definition of the true intent. |
| Approach: | They propose to augment the framework for out-of-scope detection by disambiguating between a small number of likely intents. |
| Outcome: | The proposed framework generates small clarification questions and is capable of out-of-scope detection. |