Ranking-order case-based reasoning (RCBR) uses ranking-order information among cases to calculate similarity in the framework of k-nearest neighbor. RCBR is sensitive to the choice of features, meaning that optimal features can help it produce better performance. In this research, we attempt to...
The best James Bond movies: ranking the 007 films Daniel Craig’s Casino Royale sits high in the ranking, as opposed to the 1967 version (Image credit: Eon Productions) Considering the Bond franchise has been running for over 60 years, 007 has headlined surprisingly few bona fide classics. ...
dataset. We conduct ablation studies to understand crucial factors, such as how to gather candidate responses, determine their most suitable order, and balance supervised fine-tuning with ranking metrics. Our approach, named RRescue, suggests a promising avenue for enhancing LLMs' contextual understand...
我们首先发现,将当前文献中直接应用的扩展技术应用于最先进的神经排序器可能会导致退化的零射影性能。为此,我们提出了一种名为GFF(Generate, Filter, and Fuse)的流程,该流程包括一个大型语言模型和一个神经网络排序器,以更有效地生成、过滤和融合查询扩展以提高零射影排名指标,如nDCG@10。具体来说,GFF首先调用一个...
Beierle, C.; Falke, T.; Kutsch, S.; and Kern-Isberner, G. 2017. System ZFO: Default reasoning with system Z-like ranking functions for unary first-order conditional knowledge bases. In- ternational Journal of Approximate Reasoning 90:120-143....
For example, it was possible to find that when the higher-ranking judges needed to review the work done by the lower ones, it was easy for them to graphically arrange the teleological structures of the facts and evidence using KG through the EGIs to carry out the reviews of the analysis ...