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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… 
2008
2008
Evaluación de la confiabilidad y la validez de un cuestionario breve de autoinforme para el diagnóstico de la fobia social Reliability and Validity of a Brief Self-Report Questionnaire for the…
This investigation evaluated the reliability and validity of a brief self report questionnaire for the social phobia diagnosis… 
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… 
2006
2006
AN IMPLEMENTATION OF THE BACK-PROJECTION ALGORITHM ACCORDING TO SANTOSA AND VOGELIUS
Electrical Impedance Tomography (EIT) is a technique to estimate the impedance distribution of a domain of interest, for instance… 
2006
2006
DR AF T Speech and Language Processing : An introduction to speech recognition , computational linguistics and natural language processing
As we will see, estimators like N-grams that assign a conditional probability to possible next words can be used to assign a… 
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… 
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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