WikiLogic: using Wikipedia from scrach 我们要求注释者根据现实世界的知识从头开始创建新故事,这通常应该是合理的。每个故事都由几个前提和结论组成,真值分别为“真”、“假”或“未知”。我们还要求注释者为前提和结论写出平行的 FOL 句子(一一对应)。注释者被要求通过重复使用维基百科特殊随机链接来选择随机维基百
Logic Programming and Prolog: This allows AI to align queries with real stored facts, which is crucial for making decisions. Natural Language Processing (NLP): Aids in comprehending and interpreting human language more effectively. Expert Systems: Utilizes rule-based decision-making in areas such as...
our cognitive processes using a form of logic reasoning, we must provide them with facts and rules to be combined together, or more simply, we must give assistants the basis and the options to freely and implicitly extract all they need in order to do that, from texts in natural language....
L=1 then high recall, low precision L=K then low recall, high precision Our method Choose L such that ensemble recall matches bin b Bin b’s precision should be higher than any clause in it We should now have set of high precision rule sets spanning space of recall levels How to use ...