In this paper, we present a chunk based partialparsing system for spontaneous, conversational speech in unrestricted domains. W e show that the chunk parses produced by this parsing system can be usefully applied to the task of reranking Nbest lists from a speech recognizer, using a combination of chunk-based n-gram model scores and chunk coverage scores. The input for the system is Nbest lists generated from speech recognizer lattices.