What's in a Translation Rule?
by
Michel Galley
,
Mark Hopkins
,
Kevin Knight
,
Daniel Marcu
| Citations: | 162 - 30 self |
BibTeX
@MISC{Galley_what'sin,
author = {Michel Galley and Mark Hopkins and Kevin Knight and Daniel Marcu},
title = {What's in a Translation Rule?},
year = {}
}
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Abstract
We propose a theory that gives formal semantics to word-level alignments defined over parallel corpora. We use our theory to introduce a linear algorithm that can be used to derive from word-aligned, parallel corpora the minimal set of syntactically motivated transformation rules that explain human translation data.
Citations
| 805 | A systematic comparison of various statistical alignment models - Och, Ney - 2003 |
| 780 | Head-Driven Statistical Models for Natural Language Parsing - Collins - 1999 |
| 417 | Statistical phrase-based translation - Koehn, Och, et al. - 2003 |
| 343 | Stochastic inversion transduction grammars and bilingual parsing of parallel corpora - Wu - 1997 |
| 341 | Improved statistical alignment models - Och, Ney - 2000 |
| 27 | Syntax-based language models for machine translation - Charniak, Knight, et al. - 2003 |
