[IR Series] - Kai-min Kevin Chang - tomorrow, May 29 2009, noon - NSH 1507
Grace Hui Yang
huiyang at cs.cmu.edu
Thu May 28 14:39:49 EDT 2009
Just a reminder that tomorrow noon we will have Kevin's IR-series talk.
See you then!
Grace Hui Yang wrote:
> Greetings,
>
> Please join us for our IR-Series talk this Friday noon! Lunch will be
> provided by Yahoo!.
>
> Speaker: Kai-min Kevin Chang (Language Technologies Institute, School
> of Computer Science, Carnegie Mellon University)
> Time & Date: Friday May 29, 2009, noon.
> Place: NSH 1507 (Note the room is not the usual NSH 3002)
> Title: Quantitative modeling of the neural representation of
> adjective-noun phrases to account for fMRI activation
>
> Abstract: Recent advances in functional Magnetic Resonance Imaging
> (fMRI) offer a significant new approach to studying semantic
> representations in humans by making it possible to directly observe
> brain activity while people comprehend words and sentences. In this
> study, we investigate how humans comprehend adjective-noun phrases
> (e.g. strong dog) while their neural activity is recorded.
> Classification analysis shows that the distributed pattern of neural
> activity contains sufficient signal to decode differences among
> phrases. Furthermore, vector-based semantic models can explain a
> significant portion of systematic variance in the observed neural
> activity. Multiplicative composition models of the two-word phrase
> outperform additive models, consistent with the assumption that people
> use adjectives to modify the meaning of the noun, rather than
> conjoining the meaning of the adjective and noun.
>
> This talk is based on the author's ACL 2009 paper.
>
> Grace, Jon & Jaime
>
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