Discriminative IR
A general principle of machine learning is that discriminative classification generally works better than generative classification. No doubt, the same principle applies to information retrieval. The language modelling approach to IR, as it is usually implemented, is a simple generative model and by some analysts is little different to standard approaches. Here we discusss a discriminative model.