Modeling Science: Dynamic Topic Models Of Scholarly…

Google Tech Talks May 24, 2007 ABSTRACT A surge of recent research in machine learning and statistics has developed new techniques for finding patterns of words in document collections using hierarchical probabilistic models. These models are called “topic models” because the word patterns often reflect the underlying topics that are combined to form the documents; however topic models also natura…