Probability distribution
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Publications (125)

1Word Extraction from Corpora and Its PartofSpeech Estimation Using Distributional Analysis1996  Shinsuke Mori,Makoto Nagaoto extract words from a corpus and estimate the probability distribution of their usc a.s ditferent parts of speech. ...

2Handling Sparse Data by Successive Abstraction1996  Christer Samuelssonobservations in'cofftext Ck, only on the underlying probability distribution conditional on context Ck. To estimate cr0(Ck)...

3FastChampollion: A Fast and Robust Sentence Alignment AlgorithmFirst, a bead is generated according to a fixed probability distribution over bead types, and then sentence length in the...

4Combining Statistical Translation Techniques for CrossLanguage Information Retrievalquery. Using token alignments within each rule, a probability distribution can be constructed to represent the translation...

5Discriminative Hidden Markov Modeling with Long State Dependence using a kNN Ensemble2004  Guodong Zhouclassifier (Ratnaparkhi 1999) to estimate the state probability distribution given the observation sequence. In the next two...

6A comparison of unsupervised methods for PartofSpeech Tagging in Chineseby the transition probability distribution , emission (observation) probability distribution and the...

7Unsupervised Metaphor Paraphrasing using a Vector Space Modelinstance, creating a probability distribution over latent factors p(zd j). Using this probability distribution, a new probability...

8Probabilistic Refinement Algorithms for the Generation of Referring Expressionsalgorithm over the GRE3D7 corpus, and show that the probability distribution of the generated referring expressions matches the...

9Entropybased Training Data Selection for Domain Adaptationwith m possible outcomes {x1, ..., xm} and p is a probability distribution of X . H(X ) = − m∑ i=1 p(x i) log p(x i) (1)...

10SentTopicMultiRank: a Novel Ranking Model for MultiDocument Summarizationmultirelational network, and derive a stationary probability distribution of objects and relations as evaluation scores for...