David Mimno
homepage:http://www.cs.umass.edu/~mimno/
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Description

I am a second year PhD student in Andrew McCallum's Information Extraction Synthesis Laboratory. I am currently working on integrating named-entity and relation extraction with text-based topic models. My research goal is to explore new ways of helping people work with large, unfamiliar text collections.

Before coming to UMass, I worked for an internet auction startup, a Computer Science department in England, and a cultural heritage digital library. I have a particular interest in historical texts and languages.


Lectures:

lecture
flag Efficient Methods for Topic Model Inference on Streaming Document Collections
as author at  Research Track,
201 views
  lecture
flag Expertise modeling for matching papers with reviewers
as author at  Research Tracks,
100 views
lecture
flag Mixtures of Hierarchical Topics with Pachinko Allo cation
as author at  24th Annual International Conference on Machine Learning (ICML), Corvallis 2007,
585 views