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.)

30 October 2015

How sausage got made once

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When I was working on what turned into an old short paper ( Markov Random Topic Fields ) I decided it might be pedagogically interesting to ...
20 October 2015

Results of NAACL 2015 post-conference survey are up

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http://aclweb.org/adminwiki/index.php?title=2015Q3_Reports:_NAACL#UPDATE_20_OCT_2015.2C_NAACL_POST-CONFERENCE_SURVEY
05 October 2015

A small observation for prepubs on arxiv

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The question of how "traditional conference publication" should react to arxiv prepublications is raised quite frequently. I'm...
11 September 2015

How long'll it take to say that?

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tl;dr: Given a string of text in some language you might want to know how long it would take to speak it. Here are some perl / python ...
08 September 2015

Overfitting

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Many students, in response to their assigned reading for today's undergrad ML class , asked me for a formal definition of overfitting. T...
28 comments:
09 June 2015

Some NAACL 2013 statistics on author response, review quality, etc.

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NAACL 2015 has just passed, NAACL 2013 is long in the past. One bonus of being a program chair is that you get to have fun with data. In t...
3 comments:
15 November 2014

The myth of a strong baseline

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I can probably count on my fingers the number of papers I've submitted for which a reviewer hasn't complained about a baseline in so...
8 comments:
01 November 2014

EMNLP 2014 paper list (with mini-reviews)

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I'm going to try something new and daring this time. I will talk about papers I liked, but I will mention some things I think could be i...
3 comments:
10 October 2014

Hyperparameter search, Bayesian optimization and related topics

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In terms of (importance divided-by glamour), hyperparameter (HP) search is probably pretty close to the top. We all hate finding hyperparame...
3 comments:
03 October 2014

Machine learning is the new algorithms

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When I was an undergrad, probably my favorite CS class I took was algorithms. I liked it (a) because my background was math so it was the cl...
18 comments:
27 September 2014

AMR: Not semantics, but close (? maybe ???)

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Okay, necessary warning. I'm not a semanticist. I'm not even a linguist. Last time I took semantics was twelve years ago (sigh.) L...
9 comments:
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