MarkovChains
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Compound noun decomposition using a Markov model
AbstractA statistical method for compound noun decomposition is presented. Previous studies on this problem showed some statistical information are helpful. But applying statistical information was not so systemic that performance …...
Multilingual document language recognition for creating corpora
AbstractIn this paper we describe a language recognition algorithm for multilingual documents that is based on mixed-order n-grams, Markov chains, maximum likelihood, and dynamic programming. We present the results of …...
Short Text Authorship Attribution via Sequence Kernels, Markov Chains and Author Unmasking: An Investigation
We present an investigation of recently proposed character and word sequence kernels for the task of authorship attribu- tion based on relatively short texts. Per- formance is compared with two …...
Automatic and Human Scoring of Word Definition Responses
Assessing learning progress is a critical step in language learning applications and experiments. In word learning, for exam- ple, one important type of assessment is a definition production test, in …...