Difference between revisions of "Elworthy, 1994 Does Baum-Welch re-estimation help taggers"

From Cohen Courses
Jump to navigationJump to search
Line 12: Line 12:
 
The paper discusses two experiments -  
 
The paper discusses two experiments -  
  
1. Effect of initial conditions on Baum-Welch re-estimation
+
1. Effect of initial conditions on Baum-Welch re-estimation
2. Study the behavior of Baum-Welch on a given data.  
+
2. Study the behavior of Baum-Welch on a given data.  
  
  
 
Under construction by [[User:dkulkarn]]
 
Under construction by [[User:dkulkarn]]

Revision as of 19:17, 2 November 2011

Citation

David Elworthy, Does Baum-Welch Re-estimation :Help Taggers?. In Proceedings of the Fourth Conference on Applied Natural Language Processing, 53--58

Online version

ACL anthology

Summary

This Paper originated during mid-nineties when there was increasing interest in hidden markov models for the determining POS Tagging. It built on the work done at Xerox on supervised learning. It analysed the effect of the Baum-Welch over the quality of annotations of the data.

The paper discusses two experiments -

1. Effect of initial conditions on Baum-Welch re-estimation 2. Study the behavior of Baum-Welch on a given data.


Under construction by User:dkulkarn