Report by Machine Heart Machine Heart Editorial Team This article conducts a controlled variable experiment on the reasoning step length of the thinking chain, finding that the reasoning step length is linearly correlated with the accuracy of the answers, and this influence mechanism even transcends the differences generated by the problem itself. Today, the emergence … Read more
MLNLP community is a well-known machine learning and natural language processing community, with an audience that includes NLP graduate students, university professors, and industry researchers from both domestic and international backgrounds. The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, … Read more
The structure of an expert system varies slightly depending on the application field and problem type, but generally, the typical structure of an expert system is shown in the figure below: Alright, let me describe the structure of an expert system. An expert system typically consists of the following components: Knowledge Base: The knowledge base … Read more
Machine Heart Column Machine Heart Editorial Team Case-based reasoning empowers large model agents to tackle automated data science tasks. Teams from Jilin University, Shanghai Jiao Tong University, and Wang Jun’s team have released a framework focused on data science called DS-Agent. In the era of big data, data science encompasses the entire cycle of extracting … Read more