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Regularization and Search for Minimum Error Rate Training
Regularization Search Minimum Error Rate
2015/6/12
Minimum error rate training (MERT) is a widely used learning procedure for statistical machine translation models. We contrast three search strategies for MERT: Powell’s method, the variant of coordin...
Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning
Cross-lingual Projected Expectation Regularization Weakly Supervised Learning
2015/6/12
We consider a multilingual weakly supervised learning scenario where knowledge from annotated corpora in a resource-rich language is transferred via bitext to guide the learning in other languages. Pa...
Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion
Social Network Regularization Microblog User Tag Suggestion
2015/1/24
Tag Dispatch Model with Social Network Regularization for Microblog User Tag Suggestion.