Skip to content

Topic models

April 13, 2013

Recently I’ve been looking at a couple of projects in computational linguistics, which harks back to my days at SpeechBot and AgileTV. There has been a lot of interesting research in the field since then, particularly in the area of nonparametric Bayesian inference. The homepage of David Blei is an excellent resource, including an annotated bibliography and links to a variety of software implementations.

The following videos also provide a nice overview:

Dirichlet Processes, Chinese Restaurant Processes, and all that

Professor Michael I. Jordan, UC Berkeley

Modeling Science: Dynamic Topic Models of Scholarly Research
A/Prof David M. Blei, Princeton

Transparency and Topic Models
Aspro Hanna M. Wallach, UMass Amherst


From → Textual Data

Leave a Comment

Leave a Reply

Fill in your details below or click an icon to log in: Logo

You are commenting using your account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s

Ella Kaye on Ella Kaye

Computational Bayesian statistics

Bayes' Food Cake

A bit of statistics, a bit of cakes. - Blogs to Learn R from the Community

Computational Bayesian statistics

Richard Everitt's blog

Computational Bayesian statistics

Let's Look at the Figures

David Firth's blog

Nicholas Tierney

Computational Bayesian statistics

Sweet Tea, Science

Two southern scientistas will be bringing you all that is awesome in STEM as we complete our PhDs. Ecology, statistics, sass.

Mad (Data) Scientist

Musings, useful code etc. on R and data science

Another Astrostatistics Blog

The random musings of a reformed astronomer ...

Darren Wilkinson's research blog

Statistics, computing, data science, Bayes, stochastic modelling, systems biology and bioinformatics

(badness 10000)

Computational Bayesian statistics

Igor Kromin

Computational Bayesian statistics


I can't get no

Xi'an's Og

an attempt at bloggin, nothing more...

Sam Clifford

Postdoctoral Fellow, Bayesian Statistics, Aerosol Science

%d bloggers like this: