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For the following tasks,make plans that can solve the problem step-by-step.For each plan,indicate which external tool togetherwithtool input to retrieve evidence.You can store the evidence into a variable #Ethat can be called by later tools.(Plan,#E1,Plan,#E2,Plan,...)Tools can be one...
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使用这个数据集对开源语言模型如Vicuna或CodeLlama进行微调以创建LOGIPT。 LOGIPT可以从前提和规则中生成所有隐含的事实,从而判断一个逻辑查询的真值。 绕过将自然语言问题解析成符号逻辑的错误,这可能导致外部求解器执行失败。 在两个演绎推理数据集上的评估显示,LOGIPT明显优于当前最先进的求解器增强语言模型。
The two presented their groundbreaking Logic Theorist, a computer program capable of proving certain mathematical theorems and often referred to as the first AI program. A year later, in 1957, Newell and Simon created the General Problem Solver algorithm that, despite failing to solve more complex...
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有一个经典概念被誉为'通用任务解决器',在达特茅斯会议之后得名“GPS”,即General Problem Solver。这是由赫伯特·西蒙(Herbert Simon)和艾伦·纽维尔(Allen Newell)在早期提出的概念,他们尝试寻找可用于解决数学问题的通用解决方案。这套理念其实很简洁,可以看作是早期的面向目标架构。它的主要内容是将目标状态列出,...
这种部署模式最重要的是 conversational memory(译者注:系统进行对话时记忆和保留的信息)和 dialogue generation(译者注:系统能够自动地生成对话文本,以回应用户的 query 或提出新的对话话题),使得用户感觉在与一个人类进行对话。对话模型(Dialogue Model)可以访问底层的 RAG 系统或 Multi-Agent problem solver 。