不是新文章哈，就是最近要看下思维链（chain of thought，CoT）这块，然后做点review。文章链接（2022...
Among the strategies employed to augment their reasoning capabilities, the Chain of Thought (CoT) approach has gained prominence for its effectiveness across various tasks (Wei et al., 2022b; Kojima et al., 2022; Wang et al., 2023). 在加强大语言模型推理能力的策略中,思维链在各种任务上的有效...
内容提示: R 3 Prompting: Review, Rephrase and Resolve for Chain-of-ThoughtReasoning in Large Language Models under Noisy ContextQingyuan Tian 1 , Hanlun Zhu 1 , Lei Wang 2 , Yang Li 3 , Yunshi Lan 1∗1 East China Normal University, Shanghai, China2 Singapore Management University, ...
a chain of thought with self-consistency, a tree of thought 简单
Chain of Thought. 来自 EBSCO 喜欢 0 阅读量: 2 摘要: The article focuses on teaching, struggling and learning of the advertising industry's most influential creative leaders and the mentors who showed them the way. It presents views of creative leaders Hal Riney, retired Chairman and CEO of...
Chain of thought promptingis the practice of prompting a GPT model to perform a task step-by-step and to present each step and its result in order in the output. This simplifies prompt engineering by offloading some execution planning to the model, and makes it easier to connect any problem...
我们先Review一下“工程”的百科定义: 工程是指以某组设想的目标为依据,应用有关的科学知识和技术手段,通过有组织的一群人将某个(或某些)现有实体(自然的或人造的)转化为具有预期使用价值的人造产品过程。 其中,“目标”定义了要解决的问题域,决定了工程的顶层设计和能力边界,同时也定义了“产品”的最终形态。提...
Coelocanths were thought to be extinct until one was caught in the 1930s. Quotes Dr. Karel Lamonte, Atomic Scientist: An atomic scientist's life can be very lonely. There aren't many atomic lady scientists after all. Connections Referenced in Adjust Your Tracking: The Untold Story of the...
Instructing the model to generate a sequence of intermediate steps, a.k.a., a chain of thought (CoT), is a highly effective method to improve the accuracy of large language models (LLMs) on arithmetics and symbolic reasoning tasks. However, the mechanism behind CoT remains unclear. This wo...
To bridge the gap, this paper presents LogiCoT, a new instruction-tuning dataset for Logical Chain-of-Thought reasoning with GPT-4. We elaborate on the process of harvesting instructions for prompting GPT-4 to generate chain-of-thought rationales. LogiCoT serves as an instruction set for ...