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comparison writeup/nips2010_submission.tex @ 522:d41926a68993

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remis les choses qui avaient disparu
author Yoshua Bengio <bengioy@iro.umontreal.ca>
date Tue, 01 Jun 2010 15:52:54 -0400
parents 13816dbef6ed
children c778d20ab6f8
comparison
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521:13816dbef6ed 522:d41926a68993
339 the best SDA (again according to validation set error), along with a precise estimate 339 the best SDA (again according to validation set error), along with a precise estimate
340 of human performance obtained via Amazon's Mechanical Turk (AMT) 340 of human performance obtained via Amazon's Mechanical Turk (AMT)
341 service\footnote{http://mturk.com}. 341 service\footnote{http://mturk.com}.
342 AMT users are paid small amounts 342 AMT users are paid small amounts
343 of money to perform tasks for which human intelligence is required. 343 of money to perform tasks for which human intelligence is required.
344 Mechanical Turk has been used extensively in natural language 344 Mechanical Turk has been used extensively in natural language processing and vision.
345 processing \citep{SnowEtAl2008} and vision 345 %processing \citep{SnowEtAl2008} and vision
346 \citep{SorokinAndForsyth2008,whitehill09}. 346 %\citep{SorokinAndForsyth2008,whitehill09}.
347 AMT users where presented 347 AMT users where presented
348 with 10 character images and asked to type 10 corresponding ASCII 348 with 10 character images and asked to type 10 corresponding ASCII
349 characters. They were forced to make a hard choice among the 349 characters. They were forced to make a hard choice among the
350 62 or 10 character classes (all classes or digits only). 350 62 or 10 character classes (all classes or digits only).
351 Three users classified each image, allowing 351 Three users classified each image, allowing