Ann Arbor / San Francisco / Edmonton / New York / Banff / Philadelphia / Saarbrucken / Columbus / Vancouver / Prague / Copenhagen / College Park / /
Company
IBM / Neural Information Processing Systems / Google / Slm / Jimmy Lin Laboratory / /
Country
Germany / United States / Canada / Denmark / Czech Republic / / /
Facility
College Park / Information Processing University of Maryland College Park / University of Maryland / University of California / /
IndustryTerm
dard tools / parallel algorithms / twostage processing structure / distributed processing / online collaborative filtering / possible solutions / model training algorithms / forward-backward algorithm / data processing / hardware infrastructure / Web search / commodity hardware / cloud computing / appropriate hardware / /
NaturalFeature
ArabicEnglish MT / /
Organization
Defense Advanced Research Projects Agency / University of California / Berkeley / University of Maryland College Park / Royal Statistics Society / North American Chapter / Association for Computational Linguistics / EECS Department / /
Person
Kiri / Luiz Andr´e Barroso / Gary R. Bradski / Adam Lopez / Shyam Rajaram / Mayur Datar / Christoph Tillmann / George Soules / Esther / Josh Schroeder / Deng / Philip Resnik / Norman Weiss / Jason Wolfe / Sanjay Ghemawat / Peng Xu / Franz J. Och / Colin Bannard / Yuanyuan Yu / Cheng T. Chu / Eugene Hung / Peter F. Brown / Stephen A. Della / Michael Subotin / Qm / Howard Gobioff / Nan Laird / Leonard E. Baum / Hermann Ney / Shun-Tak Leung / Franz Josef Och / Ashutosh Garg / Thorsten Brants / Yonggang Deng / Sang K. Kim / Miles Osborne / A. Della Pietra / William J. Byrne / Ashok C. Popat / Ted Petrie / Abhinandan S. Das / Andrew Y. Ng / Delier Haghighi / Chris Callison-Burch / Arthur Dempster / Daniel Marcu / Daniel Klein / J. Della Pietra / Yi A. Lin / Stephan Vogel / Vincent J. Della / Jeffrey Dean / Kunle Olukotun / Donald Rubin / Dennis Quan / Christopher Dyer / Aaron Cordova / / /
Position
hB / researcher / Dean / advocate / HMM alignment model / last author / programmer / /
Product
Hadoop version 0.16.0 / MapReduce / Hadoop 0.16.0 / /
ProgrammingLanguage
Java / /
ProvinceOrState
Alberta / Ohio / Maryland / British Columbia / New York / Michigan / Pennsylvania / California / /
PublishedMedium
Computational Linguistics / /
Technology
functional programming / Machine Translation / two processors / 205 Expectation-maximization algorithms / 2003 Human Language Technology / machine learning / Operating System / shared memory / EM algorithm / Operating Systems / two algorithms / 2006 Human Language Technology / Natural Language Processing / modelbuilding algorithms / model training algorithms / Java / MapReduce Expectation-maximization algorithms / forward-backward algorithm / /
Fast, Easy, and Cheap: Construction of Statistical Machine Translation Models with MapReduce Christopher Dyer, Aaron Cordova, Alex Mont, Jimmy Lin Laboratory for Computational Linguistics and Information Processing Unive