Hybrid Models
0
ID:
5.5
Workpackage:
Statistical and Robust Translation
Task leader:
cristina.españa
Assignees:
cristina.españa
Assignees:
lluis.marquez
Relevant Deliverables:
Description and evaluation of the combination prototypes
Relevant Deliverables:
WP5 final report: statistical and robust MT
Dependencies:
Baseline systems
Dependencies:
Grammars for the patent domain
Dependencies:
Machine Translation Systems
Dependencies:
Patent Corpora
Dependencies:
Patents Retrieval System
Status:
Ongoing Development of the hybrid models. Some ideas to be explored:
- Hard integration. Force fixed GF translations within a SMT system.
- Soft integration I. Led by SMT. GF partial output, as phrase pairs, is integrated as a discriminative probability feature model in a phrase-based SMT system.
- Soft integration II. Led by SMT. GF partial output, as tree fragment pairs, is integrated as a discriminative probability model in a syntax-based SMT system.
- Soft integration III. Led by GF. Complement with SMT options the GF translation structure and perform statistical search to find the final translation.
M24. UPC. (Corresponding to MS7 and D52, M24)
What links here
No backlinks found.
Comments
Including syntactic information from GF into SMT
As the reviewers suggested we could also include syntactic information from GF into SMT as additional features. A first thing to check could be the addition of PoS to the pure word translation.