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Planning by Automatic Prompt Engineering for Large Language Models Agents
The paper proposes a novel method, REPROMPT, for optimizing the step-by-step instructions in the prompt of LLM agents based on the chat history obtained from interactions with... -
Buffer of Thoughts
Buffer of Thoughts is a novel and versatile thought-augmented reasoning approach for enhancing accuracy, efficiency and robustness of large language models (LLMs). -
NAIVE: A Method for Representing Uncertainty and Temporal Relationships in an...
NAIVE is a low-level knowledge representation language and inferencing process for reasoning about nondeterministic dynamic systems like those found in medicine.