Two monolingual parses are better than one (synchronous parse)

We describe a synchronous parsing algorithm that is based on two successive monolingual parses of an input sentence pair. Although the worst-case complexity of this algorithm is and must be O(n6 ) for binary SCFGs, its average-case run-time is far better. We demonstrate that for a number of common synchronous parsing problems, the two-parse algorithm substantially outperforms alternative synchronous parsing strategies, making it efficient enough to be utilized without resorting to a pruned search.

• Type: Journal
• Year: 2010
• Where: NAACL
• Authors: Chris Dyer
• Keywords: Computational Linguistics, NAACL 2010, Synchronous Parsing, Synchronous Parsing Algorithm, Synchronous Parsing Problems