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:

[syn]  4499 views, 12:43  
lecture
flag Efficient Methods for Topic Model Inference on Streaming Document Collections
as author at  Research Track,
4499 views
 
votesvotesvotesvotesvotes [syn]  3186 views, 16:26  
lecture
flag Expertise modeling for matching papers with reviewers
as author at  Research Tracks,
3186 views
[syn]  9746 views, 19:56  
lecture
flag Mixtures of Hierarchical Topics with Pachinko Allo cation
as author at  24th Annual International Conference on Machine Learning (ICML), Corvallis 2007,
9746 views