Modelling Word Burstiness in Natural Language: A Generalised Polya Process for Document Language Models in Information Retrieval

Ronan Cummins

We introduce a generalised multivariate Polya process for document language modelling. The framework outlined here generalises a number of statistical language models used in infor…