Difference between revisions of "Bo Pang Sujith Ravi 2012 Revisiting the Predictability of Language: Response Completion in Social Media"

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== Summary ==
 
== Summary ==
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This paper propose a method for automatic response completion by considering mainly two factors:
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1) The language used in responses (By using Language Model[LM](bigram model & trigram model(both back-off to unigram)))
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2) The specific context provided by the original message.
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[TM]Besides using methods In Ritter et. al 2010, Data-Driven Response Generation in Social Media, which is to use a translation model to do alignment between stimulus(source) and the response(target). [IBM-Model1]
  
 
== Evaluation ==
 
== Evaluation ==

Revision as of 21:14, 26 September 2012

Citation

Revisiting the Predictability of Language: Response Completion in Social Media, Bo Pang Sujith Ravi, EMNLP 2012

Online version

An online pdf version is here[1]

Summary

This paper propose a method for automatic response completion by considering mainly two factors:

1) The language used in responses (By using Language Model[LM](bigram model & trigram model(both back-off to unigram))) 2) The specific context provided by the original message. [TM]Besides using methods In Ritter et. al 2010, Data-Driven Response Generation in Social Media, which is to use a translation model to do alignment between stimulus(source) and the response(target). [IBM-Model1]

Evaluation

Discussion

Related papers

Study plan