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Publications (41)

1Learning Dependencies between Case Frame Slotsmultidimensional discrete joint distribution, where random variables represent case slots. We then formMize the dependencies...

2Markov random field based English PartOfSpeech tagging systemset of random variables that directly atfect the given random variable. Let N(i) denote a set of random variables which...

3A Syntactic TimeSeries Model for Parsing Fluent and Disfluent Speech2008  Tim Miller,William Schulerthe hidden state into any number of interdependent random variables modeling the substates of the complex hidden state...

4A Statistical Theory of Dependency Syntax2000  Christer Samuelsson'igure 2 using this notation. We introduce three basic random variables, which incrementally generate the tree strucl;ure:...

5A Method of ClusterBased Indexing of Textual Data2002  Akiko, N. Aizawaretrieval systems (Aizawa, 2000). Let T and D be two random variables corresponding to the events of observing a term and...

6fokas: Formerly Known As – A Search Engine Incorporating Named Entity Evolutionlinear dependence between random variables while cov measures correlation between two random variables. The two last measures...

7Inducing FineGrained Semantic Classes via Hierarchical and Collective Classification2010  Altaf Rahman,Vincent Ngobjective function g, which is a realvalued function of n random variables X1, ..., Xn. We assume that g can be decomposed into...

8Lexicalized Hidden Markov Models for PartofSpeech Tagging. . . , t ;} is a set of POS tags, a sequence of random variables l'lq,,~ = l~q lazy... I'E~ is a sentence of n words...

9An Improved Hierarchical Bayesian Model of Language for Document Classification2008  Ben Allisonwords are modelled as binomial– or Poisson– distributed random variables. However, the use of such distributions entails an implicit...

10Toward a PsycholinguisticallyMotivated Model of Language Processingof a Hierarchic Hidden Markov Model. Circles denote random variables, and edges denote conditional dependencies. Shaded circles...