Clustering is a fundamental technique in machine learning and data mining, offering a powerful lens to understand…
language modeling
7 Articles
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We apply an information-theoretic perspective to reconsider generative document retrieval (GDR), in which a document x∈X is indexed…
The correlation dimension of natural language is measured by applying the Grassberger-Procaccia algorithm to high-dimensional sequences produced…
The bitcoin price crash at the beginning of 2018 was caused by various social factors. The influence…
The theory of econophysics reveals the scaling properties of price, which explains why market crashes much more…
For mathematical models of language, their potential, limitations, and ways of improvement are investigated in terms of…
State-of-the-art word embedding methods represent a word with a single vector and presume a linear vector space,…