there was a short idea for user modeling in Jelinek 2001 that I wanted to make a note of.
"A vocabulary is particular to a speaker and his task in at least four ways..."
1) habits of expression (related to things like level of education
2) domain of discourse
3) current interests
4) current document/subject
Showing posts with label user modeling. Show all posts
Showing posts with label user modeling. Show all posts
Friday, April 25, 2008
Monday, April 21, 2008
user modeling for emotions in text idea
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user modeling for emotions in text idea
========================================
:author: Abe Kazemzadeh
:date: 2008-04-21
This weekend I had an idea about how to implement a user model of emotions in text. Using the liveJournal blog data [Mishne Dissertation], I can try to make a mixture language model, like described in [Stolke Dissertation]. The user model will be the mixture priors (am I using the terminology correctly?). This will give me a good change to move away from the tfidf approach into the language modeling framework, which I haven't explored enough.
TODO: make a simple example of the mixture language model, play around with srilm toolkit, apply to data [liveJournal, IEMOCAP]
user modeling for emotions in text idea
========================================
:author: Abe Kazemzadeh
:date: 2008-04-21
This weekend I had an idea about how to implement a user model of emotions in text. Using the liveJournal blog data [Mishne Dissertation], I can try to make a mixture language model, like described in [Stolke Dissertation]. The user model will be the mixture priors (am I using the terminology correctly?). This will give me a good change to move away from the tfidf approach into the language modeling framework, which I haven't explored enough.
TODO: make a simple example of the mixture language model, play around with srilm toolkit, apply to data [liveJournal, IEMOCAP]
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