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Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors

by Rui Yan, Mingkun Gao, Ellie Pavlick, Chris Callison-burch
"... Crowdsourcing is a viable mechanism for creating training data for machine trans-lation. It provides a low cost, fast turn-around way of processing large volumes of data. However, when compared to pro-fessional translation, naive collection of translations from non-professionals yields low-quality r ..."
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-quality results. Careful quality con-trol is necessary for crowdsourcing to work well. In this paper, we examine the challenges of a two-step collaboration process with translation and post-editing by non-professionals. We develop graph-based ranking models that automatically select the best output from multiple

2014c. Predictive Translation Memory: A mixed-initiative system for human language translation

by Spence Green , Jason Chuang , Jeffrey Heer , Christopher D Manning - In UIST
"... ABSTRACT The standard approach to computer-aided language translation is post-editing: a machine generates a single translation that a human translator corrects. Recent studies have shown this simple technique to be surprisingly effective, yet it underutilizes the complementary strengths of precisi ..."
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and quality, and also characterizes interactive aid usage. Subjects entered over 99% of characters via interactive aids, a significantly higher fraction than that shown in previous work. Author Keywords Language translation; interface design; mixed-initiative; empirical study. ACM Classification Keywords H.5

The Datacenter as a Computer An Introduction to the Design of Warehouse-Scale Machinesiii Synthesis Lectures on Computer Architecture Editor

by unknown authors
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The Datacenter as a Computer An Introduction to the Design of Warehouse-Scale Machinesiii Synthesis Lectures on Computer Architecture Editor

by unknown authors
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The Datacenter as a Computer An Introduction to the Design of Warehouse-Scale Machinesiii Synthesis Lectures on Computer Architecture Editor

by unknown authors
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Journal of Scientific Computing manuscript No. (will be inserted by the editor) Data-driven Multi-scale Non-local Wavelet Frame Construction and Image Recovery

by Yuhui Quan, Hui Ji, Zuowei Shen, Y. Quan, H. Ji, Z. Shen
"... Abstract By assuming that images of interest can be sparsely modelled by some transform, the sparsity-based regularization has been one promising approach for solving many ill-posed inverse problems in image recovery. One often-used type of systems for sparsifying images is wavelet tight frames, whi ..."
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-recursion prior of image structures has led to many powerful non-local image restoration schemes with impressive performance. This paper aims at developing a scheme for constructing a non-local wavelet frame or wavelet tight frame that is adaptive to the input image. The proposed multi-scale non-local wavelet

ACKNOWLEDGMENTS

by Shahar Kosti, This Prof, Gal A. Kaminka, David Sarne
"... First, I would like to thank my advisors Prof. Gal A. Kaminka and Dr. David Sarne for their excellent guidance and constant support in the past two years. I learned quite a bit about scientific research, all thanks to their great instruction. Working with them was a real pleasure, not only on the pr ..."
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First, I would like to thank my advisors Prof. Gal A. Kaminka and Dr. David Sarne for their excellent guidance and constant support in the past two years. I learned quite a bit about scientific research, all thanks to their great instruction. Working with them was a real pleasure, not only

Thesis Advisor Accepted by.......Gakenhimer..

by Gregory A. Rossel, Fiichael J. Shiffer, Ralph Gakenheimer, Gregory A. Rossel
"... ussRaNIte ..."
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3esis Supervisor Accepted by

by Audio-based Localisation, Benjamin Christopher Dalton, V. Michael, Benjamin Christopher Dalton , 2005
"... in partial ful2llment of the requirements for the degree of ..."
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in partial ful2llment of the requirements for the degree of

RICE UNIVERSITY Regime Change: Sampling Rate vs. Bit-Depth in Compressive Sensing

by Jason Noah Laska , 2011
"... The compressive sensing (CS) framework aims to ease the burden on analog-to-digital converters (ADCs) by exploiting inherent structure in natural and man-made signals. It has been demon-strated that structured signals can be acquired with just a small number of linear measurements, on the order of t ..."
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accommodate the otherwise limiting quantizer of conventional ADCs. In this thesis, we consider a different approach to CS ADC by shifting towards lower quantizer bit-depths rather than lower sampling rates. We explore the extreme case where each measurement is quantized to just one bit, representing its sign
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