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Defense Event

Using Collective Discourse to Generate Surveys of Scientific Paradigms

Vahed Qazvinian


 
Friday, July 20, 2012
2:00pm - 4:00pm
3725 BBB

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About the Event

We analyze collective discourse, a collective human behavior in content generation, and show that it exhibits diversity, a property of general collective systems. Using extensive analysis, we propose a novel paradigm for designing summary generation systems that reflect the diversity of perspectives seen in real-life collective summarization. As a concrete example of collective discourse, we will discuss citations to scholarly work. We will show how they contain important information that convey the key features and basic underpinnings of a particular field, early and late developments, important contributions, and basic definitions and examples that enable rapid understanding of a field by non-experts. We will finally present C-LexRank, a system that exploits scientific collective discourse to produce automatically generated, readily consumable technical surveys.

Additional Information

Sponsor(s): D. Radev

Open to: Public