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Brown clustering

Known as: Brown algorithm, Class-based language model 
Brown clustering is a hard hierarchical agglomerative clustering problem based on distributional information. It is typically applied to text… 
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Related topics

Related topics

13 relations
Binary treeFeature learningGreedy algorithmHidden Markov model

Broader (2)

Cluster analysisComputational linguistics

Papers overview

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2010
2010
Parsing Word Clusters
We present and discuss experiments in statistical parsing of French, where terminal forms used during training and parsing are… 
2006
2006
Misguided hope : a narrative analysis of couples ’ stories of childlessness despite treatment with assisted reproductive technology
  • 2006
  • Corpus ID: 33381589
Societal expectations for procreation often result in infertile couples accessing assisted reproductive technology (ART). In the… 
2006
2006
Benefit of a Class-based Language Model for Real-time Closed-captioning of TV Ice-hockey Commentaries
This article describes the real-time speech recognition system for closed-captioning of TV ice-hockey commentaries. Automatic… 
2004
2004
Variability of the EUV quiet Sun emission and reference spectrum using SUMER
This paper aims to build a quiet Sun EUV reference spectrum from the SOHO - SUMER database. We make use of 750 quiet Sun spectra… 
Review
2004
Review
2004
Identifying Patterns in Teachers ’ Use of a Reform-Based Elementary Mathematics Curriculum
The goal of this paper is to identify significant patterns of curriculum use among teachers using a reform-based elementary… 
Review
2003
Review
2003
Self–enhancement in Japan? A reply to Brown & Kobayashi
Brown and Kobayashi provide some evidence that Japanese enhance themselves and group members in the self–other paradigm… 
2003
2003
Generalized optimization algorithm for speech recognition transducers
Weighted transducers provide a common representation for the components of a speech recognition system. In previous work, we… 
2000
2000
Class-based language model adaptation using mixtures of word-class weights
This paper describes the use of a weighted mixture of class-based n-gram language models to perform topic adaptation. By using a… 
Review
2000
Review
2000
Inland Habitat Suitability for the Marbled Murrelet in Southcentral Alaska
The choice of nesting habitat for murrelets appears superficially to be broader in Alaska, where murrelets nest both in trees and… 
1994
1994
Concerning Copyright Restrictions
  • 1994
  • Corpus ID: 13924979
The copyright law of the United States (Title 1.7, United States Code) governs the making of photocopies or other reproductions… 
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