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Filtering by: Creator Zhu, Ruimin Keyword community detection Keyword neural language models Keyword nonparametric Bayesian model Subject Computer science

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1. Applications of Statistical Language Models in Complex Network Community Detection and Definition Modeling

Description:: Modeling human language is at the very frontier of machine learning and artificial intelligence. Statistical language models are probabilistic models that assign probabilities to sequences of words. For example, topic models are frequently used text-mining tools to organize a vast set of unstructured documents by exploring their theme structure. More...
Keyword:: definition modeling, statistical language models, deep learning, nonparametric Bayesian model, community detection, and neural language models
Subject:: Artificial intelligence, Statistics, and Computer science
Creator:: Zhu, Ruimin
Owner:: Scholarly Digital Publishing
Language:: en
Date Uploaded:: 02/12/2020
Date Created:: 2019-01-01
Resource Type:: Dissertation
Alternate Identifier:: etdadmin_upload_685529 and http://dissertations.umi.com/northwestern:14809

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1. Applications of Statistical Language Models in Complex Network Community Detection and Definition Modeling