🏢 Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
·3730 words·18 mins·
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AI Generated
🤗 Daily Papers
AI Applications
Manufacturing
🏢 Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences
DeepSolution enhances engineering design via tree exploration and bi-point thinking.
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models
·2973 words·14 mins·
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AI Generated
🤗 Daily Papers
Natural Language Processing
Question Answering
🏢 Chinese Information Processing Laboratory, Institute of Software, Chinese Academy of Sciences
DeepRAG enhances LLM reasoning by strategically integrating retrieval, modeled as an MDP, improving accuracy by 21.99% and retrieval efficiency.