A probabilistic top-down parser for minimalist grammars
Abstract
This paper describes a probabilistic top-down parser for minimalist grammars. Top-down parsers have the great advantage of having a certain predictive power during the parsing, which takes place in a left-to-right reading of the sentence. Such parsers have already been well-implemented and studied in the case of Context-Free Grammars, which are already top-down, but these are difficult to adapt to Minimalist Grammars, which generate sentences bottom-up. I propose here a way of rewriting Minimalist Grammars as Linear Context-Free Rewriting Systems, allowing to easily create a top-down parser. This rewriting allows also to put a probabilistic field on these grammars, which can be used to accelerate the parser. Finally, I propose a method of refining the probabilistic field by using algorithms used in data compression.
Cite
@article{arxiv.1010.1826,
title = {A probabilistic top-down parser for minimalist grammars},
author = {Thomas Mainguy},
journal= {arXiv preprint arXiv:1010.1826},
year = {2010}
}