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Publications (295)

1Discriminative Training of a Neural Network Statistical Parser2004  James B. Hendersonmodel is discriminative, because it specifies the conditional probability of the output tree given the input sentence. More...

2Generalized Expectation Criteria for SemiSupervised Learning of Conditional Random Fields2008  Gideon S. Mann,Andrew McCallummatches a target distribution. We induce target conditional probability distributions of labels given features from both...

3Improving the Use of PseudoWords for Evaluating Selectional Preferencesof the seen data, however. 448 We propose a conditional probability baseline: P (nvd) = { C(vd,n) C(vd,∗) if C(vd...

4Automatic Acquisition of Ranked Qualia Structures from the Web2007  Philipp Cimiano,Johanna Wenderoth(WebPMI) and the conditional probability (WebP). We also present a version of the conditional probability which does not use...

5Topic Models for Word Sense Disambiguation and TokenBased Idiom Detectiondisambiguation which chooses the best sense based on the conditional probability of sense paraphrases given a context. We use a topic...

6MemoryBased Learning of Morphology with Stochastic Transducers2002  Alexander ClarkAssociation for scent algorithm to maximize the conditional probability. The models used here are Stochastic NonDeterministic...

7Using Document Level CrossEvent Inference to Improve Event Extraction2010  Shasha Liao,Ralph GrishmanKarbaschi, Hamshahri… 791 Figure 1. Conditional probability of the other 32 event types in documents where a...

8Semantic Taxonomy Induction from Heterogenous Evidence2 we give a probabilistic model for defining the conditional probability of a set of relational evidence given a taxonomy;...

9Hedge Classification in Biomedical Texts with a Weakly Supervised Selection of Keywords2008  György Szarvasat all to speculative assertions, it has a class conditional probability of P (specit) = 74.67% on the seed sets. This is...

10Using CrossEntity Inference to Improve Event Extractiontrigger the events. To see this we calculated the conditional probability (in the ACE corpus) of a certain entity type appearing...