A Hierarchical Dirichlet Language Model Export

@article{citeulike:237592, abstract = {We discuss a hierarchical probabilistic model whose predictions are similar to those of the popular language modelling procedure known as `smoothing'. A number of interesting differences from smoothing emerge. The insights gained from a probabilistic view of this problem point towards new directions for language modelling. The ideas of this paper are also applicable to other problems such as the modelling of triphomes in speech, and DNA and protein sequences in molecular biology. The new...}, author = {Mackay, D. J. C. and Peto, L.}, citeulike-article-id = {237592}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.50.1464}, journal = {Natural Language Engineering}, keywords = {dirichlet, ngram, topicmodels}, number = {3}, pages = {1--19}, posted-at = {2008-02-01 15:04:05}, priority = {3}, title = {A Hierarchical Dirichlet Language Model}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.50.1464}, volume = {1}, year = {1994} }

TY - JOUR ID - citeulike:237592 L3 - citeulike-article-id:237592 N2 - We discuss a hierarchical probabilistic model whose predictions are similar to those of the popular language modelling procedure known as `smoothing'. A number of interesting differences from smoothing emerge. The insights gained from a probabilistic view of this problem point towards new directions for language modelling. The ideas of this paper are also applicable to other problems such as the modelling of triphomes in speech, and DNA and protein sequences in molecular biology. The new... IS - 3 JF - Natural Language Engineering EP - 19 TI - A Hierarchical Dirichlet Language Model VL - 1 SP - 1 KW - dirichlet KW - ngram KW - topicmodels AU - Mackay, DJC AU - Peto, L PY - 1994/// UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.50.1464 ER -