Name
Title | ||
|---|---|---|
An exploration of forest-to-string translation: does translation help or hurt parsing? |
Abstract | ||
|---|---|---|
Syntax-based translation models that operate on the output of a source-language parser have been shown to perform better if allowed to choose from a set of possible parses. In this paper, we investigate whether this is because it allows the translation stage to overcome parser errors or to override the syntactic structure itself. We find that it is primarily the latter, but that under the right conditions, the translation stage does correct parser errors, improving parsing accuracy on the Chinese Treebank. |
Year | Venue | Keywords |
|---|---|---|
2012 | ACL (2) | right condition,chinese treebank,possible parses,syntax-based translation model,parsing accuracy,parser error,translation stage,syntactic structure,correct parser error,source-language parser,translation help,forest-to-string translation |
Field | DocType | Volume |
Rule-based machine translation,Top-down parsing,Computer science,Simple LR parser,GLR parser,Speech recognition,Natural language processing,Treebank,Artificial intelligence,Transfer-based machine translation,Parsing,Parser combinator | Conference | aclanthology.org |
Citations | PageRank | References |
1 | 0.35 | 19 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Hui Zhang | 1 | 174 | 12.21 |
| David Chiang | 2 | 2843 | 144.76 |