Parsing with Principles and Probabilities
  This paper is an attempt to bring together two approaches to language analysis. The possible use of probabilistic information in principle-based grammars and parsers is considered, including discussion on some theoretical and computational problems that arise. Finally a partial implementation of these ideas is presented, along with some preliminary results from testing on a small set of sentences. 
Andrew Fordham (Dept. of Sociology, University of Surrey, UK), and   Matthew Crocker (Centre for Cognitive Science, Universi...