David Mimno
homepage: | http://www.cs.umass.edu/~mimno/ |
search externally: | Google Scholar, Springer, CiteSeer, Microsoft Academic Search, Scirus , DBlife |
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 Mixtures of Hierarchical Topics with Pachinko Allo cation as author at 24th Annual International Conference on Machine Learning (ICML), Corvallis 2007, 9746 views |
lecture Efficient Methods for Topic Model Inference on Streaming Document Collections as author at Research Track, 4499 views |
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lecture Expertise modeling for matching papers with reviewers as author at Research Tracks, 3186 views |