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  • H. Wallach
  • Computer Science
  • ICML '06
  • 2006 (First Publication: 25 June 2006)
  • Some models of textual corpora employ text generation methods involving n-gram statistics, while others use latent topic variables inferred using the "bag-of-words" assumption, in which word order isExpand
  • H. Wallach
  • Computer Science
  • 2004
  • The task of assigning label sequences to a set of observation sequences arises in many fields, including bioinformatics, computational linguistics and speech recognition [6, 9, 12]. For example,Expand
  • 312
  • 19
  • Hanna M. Wallach
  • Computer Science
  • 2008
  • This thesis introduces new methods for statistically modelling text using topic models. Topic models have seen many successes in recent years, and are used in a variety of applications, includingExpand