Paper: Translation as Weighted Deduction

ACL ID E09-1061
Title Translation as Weighted Deduction
Venue Annual Meeting of The European Chapter of The Association of Computational Linguistics
Session Main Conference
Year 2009
Authors
  • Adam Lopez (University of Edinburgh, Edinburgh UK)

We present a unified view of many trans- lation algorithms that synthesizes work on deductive parsing, semiring parsing, and efficient approximate search algorithms. This gives rise to clean analyses and com- pact descriptions that can serve as the ba- sis for modular implementations. We illus- trate this with several examples, showing how to build search spaces for several dis- parate phrase-based search strategies, inte- grate non-local features, and devise novel models. Although the framework is drawn from parsing and applied to translation, it is applicable to many dynamic program- ming problems arising in natural language processing and other areas.