[PDF][PDF] A Stochastic Approach for Finding of Semantically Related Words

V Noncheva, P Gamallo, A Agustini… - Pliska Studia Mathematica …, 2004 - math.bas.bg
Semantically related words are modelled as words having the same probability distribution
on the set of syntactic contexts occurring in text corpora. A learning algorithm for finding of …

[PDF][PDF] Measure-valued limits of interacting particle systems with k-nary interactions; application to statistical mechanics, population dynamics and evolutionary biolog

VN Kolokoltsov - List of abstracts - Citeseer
It is shown that Markov chains in Zd+ describing the k-nary interacting particles of d different
types approximate (in the continuous state limit) the Markov processes on Rd+ having …