Maximum likelihood
Related Topics
Experts

1

2

3

4

5

6

7

8

9

10
Publications (152)

1Syllablebased Phonetic transcription by Maximum Likelihood Methods1994  R.A. SharmanSyllablebased Phonetic transcription by Maximum Likelihood Methods R.A.Sharman MP167, IBM(UK) Labs Ltd, Hursley Park...

2An Improved Hierarchical Bayesian Model of Language for Document Classification2008  Ben Allison) Γ (∑ j dj + αj ) × ∏ j Γ(αj + dj) Γ(αj) (5) Maximum likelihood estimates for the α are difficult to obtain, since...

3Improved Iterative Scaling Can Yield Multiple Globally Optimal Models with Radically Differing Performance Levels2002  Iain Bancarz,Miles Osborneof problems, IIS is guaranteed to approach both the maximumlikelihood and maximum entropy solution. This solution, in likelihood...

4Automatic Learning of Language Model Structure2004  Kevin Duh,Katrin Kirchhoffleading to unreliable probability estimates under maximum likelihood estimation. Several techniques have been developed...

5A Classbased Probabilistic approach to Structural Disambiguation2000  Stephen Clark,David J. Weirprol)abilities p(clr ) and p(v\[r) cm~ be estimated using maximum likelihood esti,n~tes, a.s the conditioning event is likely to...

6Lexicalized Hidden Markov Models for PartofSpeech Tagginglcarning~ the simpliest parameter estimation is the maximum likelihood(ML) cst imation(Duda et al., 1973) which lnaximizes...

7A Dynamic Language Model Based on Individual Word Domainsi.e. phrases which are not in the dictionary. The maximum likelihood probability is then zero. In order to improve this...

8Phrasal Segmentation Models for Statistical Machine Translationof two phrases uk−1 and uk in the phrase table. The maximum likelihood probability estimate for phrase bigrams is then their...

9Recovering Latent Information in Treebanks2002  David Chiang,Daniel M. Bikelstatistical model. However, if we train the model by maximumlikelihood estimation, the estimate we get will indeed maximize...

10Chinese Dependency Parsing with Large Scale Automatically Constructed Case Structuresiijjj cpwwcommadisPcpwwP cpwcommadiswP ×= (5) Maximum likelihood estimation is used to estimate P(wROOTS) on training...