Papers with verbalised confidence
Towards Uncertainty-Aware Language Agent (2024.findings-acl)
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| Challenge: | Existing Language Agents neglect the notion of uncertainty during interactions with external worlds. |
| Approach: | They propose a framework that orchestrates the interaction between the agent and the external world using uncertainty quantification. |
| Outcome: | The proposed framework improves performance on 3 representative tasks and lowers reliance on external world. |