David McClosky
David McClosky wrote 2 of the papers Mova reads, in 2006; often with Eugene Charniak, Mark Johnson.
OpenAlex · ORCID · h-index 19 · 9213 citations · 47 works — openalex-snapshot, 2026-10-14
Papers
- Effective Self-Training for Parsing (2006)
Self-training of parsers was thought to fail because the parser's own errors are amplified. This paper shows that it works when the self-labelled trees come from a two-stage parser and reranker: the 50-best parses of 24 million unlabelled News sentences are reranked, and the reranker's best tree is added to the Wall… - Reranking and Self-Training for Parser Adaptation (2006)
Parsers trained on the Wall Street Journal lose much accuracy on other genres: the standard parser scores 89.7% on WSJ but only 82.9% on the Brown corpus.
Co-authors (2)
- Eugene Charniak ×2
- Mark Johnson ×2