Feb 24, 2023 · This paper proposes a new strategy, Automate-CoT (Automatic Prompt Augmentation and Selection with Chain-of-Thought), that can bypass human engineering of CoT.
This paper proposes a new strategy, AutomateCoT (Automatic Prompt Augmentation and Selection with Chain-of-Thought), that can bypass human engineering of CoT.
This paper proposes a new strategy to automatically augment rational chains from a small labeled dataset without task-specific human CoT annotation.
This paper proposes a new strategy, Automate-CoT (Automatic Prompt Augmentation and Selection with Chain-of-Thought), that can bypass human engineering of CoT ...
Source code for the paper "Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data"
Chain-of-thought prompting (CoT) advances the reasoning abilities of large language models (LLMs) and achieves superior performance in arithmetic, ...
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Jul 10, 2024 · In this thesis, we delve deeply into the factors that affect the performance of CoT prompting and propose a new strategy, Automate-CoT, capable of bypassing ...
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data. Source code for the EMNLP 2023 Findings paper entitled "Automatic Prompt ...
Chain-of-thought (CoT) advances the reasoning abilities of large language models (LLMs) and achieves superior performance in complex ...
Feb 1, 2023 · We propose an automatic prompting method (Auto-CoT) to elicit chain-of-thought reasoning in large language models without needing manually-designed ...