Base model
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Publications (25)

1Discriminative Pruning of Language Models for Chinese Word Segmentationdesired size is achieved by adding valuable bigrams to a base model, instead of by pruning bigrams from an unpruned model...

2Integrating GraphBased and TransitionBased Dependency Parsers2008  Joakim Nivre,Ryan McDonaldsimply extend the feature vector for one model, called the base model, with a certain number of features generated by the other...

3MachineReadable Dictionaries, Lexical Data Bases And The Lexical System1984  Nicoletta Calzolarisame data are given a new logical structure in a data base model, and exploited by appropriate software. A suitable use...

4FeatureRich Statistical Translation of Noun Phrases2003  Philipp Koehn,Kevin Knight2: Design of the noun phrase translation subsystem: The base model generates an nbest list that is rescored using additional...

5Hierarchical Joint Learning: Improving Joint Parsing and Named Entity Recognition with NonJointly Labeled Datamean µ (typically zero). This formulation encourages each base model to have feature weights similar to the toplevel parameters...

6MultiDocument Summarization using Sentencebased Topic ModelsHere we use parameter Ust for the probability of choosing base model s given topic t, p(Si = sTi = t) = Ust, where ∑ s Ust...

7An Ensemble Model that Combines Syntactic and Semantic Clustering for Discriminative Dependency Parsingfk(s, r) (2) where αk is the weight of the kth base model, and each base model has its own feature mapping fk(.) based on its...

8Stacking for Statistical Machine Translation2013  Majid Razmara,Anoop Sarkarpredictions for regression. Bagging reduces the variance of the base model while leaving the bias relatively unchanged and is most...

9Computationally Efficient MEstimation of LogLinear Structure Modelslong as their expected values can be estimated under the base model q0. Indeed, Mestimation is considerably easier to implement...

10Indomain Relation Discovery with Metaconstraints via Posterior Regularizationevaluation. For earthquake, the far more difficult domain, our base model with only the domainindependent constraints strongly ...