Conditional probability distributions
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Publications (18)

1Generalized 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 annotated...

2PhraseBased Statistical Language Generation Using Graphical Models and Active Learninglt, lt+1, s∗t−1, s ∗ t , s ∗ t+1) (8) Conditional probability distributions are represented as factored language models...

3The Second Release of the RASP Systemusing (indomain) lexical data which provides conditional probability distributions for the SUBCATegorisation attributes of the...

4Joint and Conditional Estimation of Tagging and Parsing Models2001  Johnson, Marksince these applications only require the conditional probability distributions, these distributions can in principle be learnt...

5A TAGbased noisychannel model of speech repairs2004  Johnson, Mark,Eugene Charniakour training data we estimate a number of conditional probability distributions. These estimated probability distributions...

6Constituent Parsing with Incremental Sigmoid Belief Networks2007  Ivan Titov,James B. Hendersonvariable Si in the graph has an associated conditional probability distributions P (SiPar(Si)) over its values given the values...

7Efficient Inference of CRFs for LargeScale Natural Language Dataof any structure. Linearchain CRFs are conditional probability distributions over label sequences which are conditioned...

8Extracting Parallel SubSentential Fragments from NonParallel CorporaWe then use these values to compute two conditional probability distributions: ﬀ ﬁ , the probability that source...

9Using Machine Learning to Explore Human Multimodal Clarification Strategies2006  Verena Rieser,Oliver LemonBayesian models we found that the learnt conditional probability distributions produce similar featurevalue mappings to...

10SimilarityBased Methods for Word Sense Disambiguationimi la r i ty Mode ls We wish to model conditional probability distributions arising from the coocurrence of linguistic...