natural language processing blog

my biased thoughts on the fields of natural language processing (NLP), computational linguistics (CL) and related topics (machine learning, math, funding, etc.)

17 February 2010

Senses versus metaphors

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I come from a tradition of not really believing in word senses. I fondly remember a talk Ed Hovy gave when I was a grad student. He liste...
9 comments:
07 February 2010

Blog heads east

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I started this blog ages ago while still in grad school in California at USC / ISI . It came with me three point five years ago when I sta...
19 comments:
31 January 2010

Coordinate ascent and inverted indices...

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Due to a small off-the-radar project I'm working on right now, I've been building my own inverted indices. (Yes, I'm vaguely aw...
8 comments:
26 January 2010

A machine learner's apology

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Andrew Gelman recently announced an upcoming talk by John Lafferty . This reminded me of a post I've been meaning to write for ages (y...
13 comments:
19 January 2010

Interviewing Follies

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Continuing on the theme of applying for jobs , I thought I'd share some interviewing follies that have happened to me, that I've obs...
13 comments:
04 January 2010

ArXiV and NLP, ML and Computer Science

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Arxiv is something of an underutilized resource in computer science. Indeed, many computer scientists seems not to even know it exists, des...
22 comments:
30 December 2009

Some random NIPS thoughts...

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I missed the first two days of NIPS due to teaching. Which is sad -- I heard there were great things on the first day. I did end up seeing...
18 comments:
16 December 2009

From Kivenen/Warmuth and EG to CW learning and Adaptive Regularization

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This post is a bit of a historical retrospective, because it's only been recently that these things have aligned themselves in my head. ...
15 comments:
17 November 2009

K-means vs GMM, sum-product vs max-product

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I finished K-means and Gaussian mixture models in class last week or maybe the week before. I've previously discussed the fact that th...
17 comments:
07 November 2009

NLP as a study of representations

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Ellen Riloff and I run an NLP reading group pretty much every semester. Last semester we covered "old school NLP." We independe...
21 comments:
06 November 2009

Getting Started In: Bayesian NLP

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This isn't so much a post in the "GSI" series, but just two links that recently came out. Kevin Knight and Philip Resnik bo...
17 comments:
21 October 2009

Convex or not, my schizophrenic personality

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Machine learning as a field has been very convex-happy for the past decade or so. So much so that when I saw a tutorial on submodular optim...
11 comments:
25 September 2009

Some notes on job search

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There are tons of "how to apply for academic jobs" write-ups out there; this is not one of them. It's been four years (egads!...
21 comments:
09 September 2009

Where did you Apply to Grad School?

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Ellen and I are interested (for obvious reasons) in how people choose what schools to apply to for grad school. Note that this is not the...
15 comments:
07 September 2009

ACL and EMNLP retrospective, many days late

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Well, ACL and EMNLP are long gone. And sadly I missed one day of each due either to travel or illness, so most of my comments are limited t...
20 comments:
14 August 2009

Classifier performance: alternative metrics of success

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I really enjoyed Mark Dredze's talk at EMNLP on multiclass confidence weighted algorithms , where they take their CW binary predictors a...
40 comments:
03 August 2009

ACS: Machine Translation Papers at EMNLP

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[Guest Post by Adam Lopez ... thanks, Adam! Hal's comment: you may remember that a while ago I proposed the idea of conference area cha...
106 comments:
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