7 citations · 11 across the 11 of their papers we have counts for
4 papers · 1 filter
Prompt-Based Monte Carlo Tree Search for Mitigating Hallucinations in Large Models
Zhihua Duan, Jialin Wang
With the rapid development of large models in the field of artificial intelligence, how to enhance their application capabilities in handling complex problems in the field of scien…
Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows
Jialin Wang, Zhihua Duan
This paper presents a Spark-based modular LangGraph framework, designed to enhance machine learning workflows through scalability, visualization, and intelligent process optimizati…
Enhancing Multi-Agent Consensus through Third-Party LLM Integration: Analyzing Uncertainty and Mitigating Hallucinations in Large Language Models
Zhihua Duan, Jialin Wang
Large Language Models (LLMs) still face challenges when dealing with complex reasoning tasks, often resulting in hallucinations, which limit the practical application of LLMs. To a…
Multi-tool Integration Application for Math Reasoning Using Large Language Model
Zhihua Duan, Jialin Wang
Mathematical reasoning is an important research direction in the field of artificial intelligence. This article proposes a novel multi tool application framework for mathematical r…