Thoughts
Addressing the Conjunction Fallacy in Probabilistic Information Retrieval: From Theory to Practice
1. Introduction In our previous explorations of probabilistic frameworks for information retrieval, we examined how transformations like softmax and sigmoid convert raw similarity scores into probabilities, enabling principled fusion of heterogeneous retrieval systems. While these transformations provide elegant mathematical foundations for ranking, they introduce a critical challenge when handling conjunctive