14 search results - page 1 / 3 » Blocked Inference in Bayesian Tree Substitution Grammars |
ACL
2010
13 years 2 months ago
2010
Learning a tree substitution grammar is very challenging due to derivational ambiguity. Our recent approach used a Bayesian non-parametric model to induce good derivations from tr...
ACL
2010
2010
Bayesian Synchronous Tree-Substitution Grammar Induction and Its Application to Sentence Compression
13 years 2 months ago
We describe our experiments with training algorithms for tree-to-tree synchronous tree-substitution grammar (STSG) for monolingual translation tasks such as sentence compression a...
JMLR
2010
12 years 11 months ago
2010
Inducing a grammar from text has proven to be a notoriously challenging learning task despite decades of research. The primary reason for its difficulty is that in order to induce...
ACL
2012
11 years 7 months ago
2012
We investigate the potential of Tree Substitution Grammars as a source of features for native language detection, the task of inferring an author’s native language from text in ...
ACL
2012
11 years 7 months ago
2012
We present a Bayesian nonparametric model for estimating tree insertion grammars (TIG), building upon recent work in Bayesian inference of tree substitution grammars (TSG) via Dir...