An Innovative Solution to Design Problems: Applying the Chain-of-Thought Technique to Integrate LLM-Based Agents With Concept Generation Methods

An Innovative Solution to Design Problems: Applying the Chain-of-Thought Technique to Integrate LLM-Based Agents With Concept Generation Methods

To enhance the application capabilities of large language models (LLMs) in conceptual design, this study explores how to achieve deep integration between LLM-based agents and concept generation methods using the chain-of-thought (CoT) technique and evaluates its feasibility. Using GPT-4 as a case st...

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Bibliographic Details
Main Authors: Shijun Ge, Yuanbo Sun, Yin Cui, Dapeng Wei
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
LLM-based agent
chain-of-thought fine-tuning
concept generation method
EDA
human-agent collaboration
human-human collaboration
Online Access:https://ieeexplore.ieee.org/document/10747324/
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https://ieeexplore.ieee.org/document/10747324/

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