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Title of Thesis: ABSTRACT CLASSIFYING BIAS
ABSTRACT Title of Thesis: CLASSIFYING BIAS IN LARGE MULTILINGUAL CORPORA VIA CROWDSOURCING AND TOPIC MODELING Team BIASES: Brianna Caljean, Katherine Calvert, Ashley Chang, Elliot Frank, Rosana Garay Jáuregui, Geoffrey Palo, Ryan Rinker, Gareth Weakly, Nicolette Wolfrey, William Zhang Thesis Directed By: Dr. David Zajic, Ph.D. Our project extends previous algorithmic approaches to finding bias in large text corpora. We used multilingual topic modeling to examine language-specific bias in the English, Spanish, and Russian versions of Wikipedia. In particular, we placed Spanish articles discussing the Cold War on a Russian-English viewpoint spectrum based on similarity in topic distribution. We then crowdsourced human annotations of Spanish Wikipedia articles for comparison to the topic model. Our hypothesis was that human annotators and topic modeling algorithms would provide correlated results for bias. However, that was not the case. Our annotators indicated that humans were more perceptive of sentiment in article text than topic distribution, which suggests that our classifier provides a different perspective on a text’s bias. CLASSIFYING BIAS IN LARGE MULTILINGUAL CORPORA VIA CROWDSOURCING AND TOPIC MODELING by Team BIASES: Brianna Caljean, Katherine Calvert, Ashley Chang, Elliot Frank, Rosana Garay Jáuregui, Geoffrey Palo, Ryan Rinker, Gareth Weakly, Nicolette Wolfrey, William Zhang Thesis submitted in partial fulfillment of the requirements of the Gemstone Honors Program, University of Maryland, 2018 Advisory Committee: Dr. David Zajic, Chair Dr. Brian Butler Dr. Marine Carpuat Dr. Melanie Kill Dr. Philip Resnik Mr. Ed Summers © Copyright by Team BIASES: Brianna Caljean, Katherine Calvert, Ashley Chang, Elliot Frank, Rosana Garay Jáuregui, Geoffrey Palo, Ryan Rinker, Gareth Weakly, Nicolette Wolfrey, William Zhang 2018 Acknowledgements We would like to express our sincerest gratitude to our mentor, Dr. -
Socialist Planning
Socialist Planning Socialist planning played an enormous role in the economic and political history of the twentieth century. Beginning in the USSR it spread round the world. It influenced economic institutions and economic policy in countries as varied as Bulgaria, USA, China, Japan, India, Poland and France. How did it work? What were its weaknesses and strengths? What is its legacy for the twenty-first century? Now in its third edition, this textbook is fully updated to cover the findings of the period since the collapse of the USSR. It provides an overview of socialist planning, explains the underlying theory and its limitations, looks at its implementation in various sectors of the economy, and places developments in their historical context. A new chap- ter analyses how planning worked in the defence–industry complex. This book is an ideal text for undergraduate and graduate students taking courses in comparative economic systems and twentieth-century economic history. michael ellman is Emeritus Professor in the Faculty of Economics and Business, University of Amsterdam, Netherlands. He is the author, co- author and editor of numerous books and articles on the Soviet and Russian economies, on transition economics, and on Soviet economic and political history. In 1998, he was awarded the Kondratieff prize for his ‘contributions to the development of the social sciences’. Downloaded from Cambridge Books Online by IP 128.122.253.212 on Sat Jan 10 18:08:28 GMT 2015. http://ebooks.cambridge.org/ebook.jsf?bid=CBO9781139871341 Cambridge Books Online © Cambridge University Press, 2015 Downloaded from Cambridge Books Online by IP 128.122.253.212 on Sat Jan 10 18:08:28 GMT 2015. -
Incommensurate Russia
perry anderson INCOMMENSURATE RUSSIA t will soon be a quarter of a century since Russia left com munism behind. Its present ruler has been in power for fifteen years, and by the end of his current term in office will have all but equalled the tenure of Brezhnev. From early on, Western Iopinion of his regime divided sharply. That under Putin—after a period of widespread misery and dislocation, culminating in near state bankruptcy—the country had returned to economic growth and political stability, was evident by the end of his first term; so too the popularity he enjoyed because of these. But beyond such bare data, there was no consensus. For one camp, increasingly vocal as time went on, the pivots of Putin’s system of power were corruption and repres sion: a neoauthoritarian state fund amentally inimical to the West, with a wrapping of legal proprieties around a ramshackle pyramid of klep tocracy and thuggery. This view prevailed principally among reporters, though it was not confined to them: a representative sample could be found inEconomist editor Edward Lucas’s The New Cold War (2009), Guardian journalist Luke Harding’s Mafia State (2012), Standpoint contributor Ben Judah’s Fragile Empire (2013), but expressed no less pungently by a jurist like Stephen Holmes. For Lucas, Putin, having seized power with a ‘cynical putsch’, and maintained it with the ‘methods of terrorists and gang sters’, had ‘cast a dark shadow over the eastern half of the continent’. For Harding, under Putin’s tutelage, ‘Russia has become bullying, violent, cruel and—above all—inhuman’. -
GAZETTE for Police Guantanamo Bay, Cuba Emergencies
Call 8777 GAZETTE For police Guantanamo Bay, Cuba Emergencies The Naval Station Police Dep- artment has been receiving a large Vol. 35 No. 205 Friday October 24, 1980 volumn of information type calls on extension 8777. This number is for EMERGENCIES only. Anyone wishing to call the Relatives less than enthusiastic police station for information 6n rules or regulations or whether or not a beach is open or Closed, Relatives of some of the American hostages crisis. U.S. officials call them, "normal etc. - please call ext. 8105. hostages held in Iran for nearly Iran's parliament has scheduled readiness plans." Effective immediately, all one year are less than enthusiastic calls received on 8777 will be . resumption of debate of the issue Among what one State Department about a new rash of reports that notified that this number is for on Sunday, four days after prime spokesman calls "a myriad of the captives may soon be released. emergencies only and to call back minister Mohammed Ali Rajai rumors" is one that freedom day on ext. 8105. Even the White House, cautioning could come as early as Monday. declared that the United against over-optimism, sides with States is ready to accept Iran's terms family members who say they've seen for releasing the hostages. up that road before. The feeline is summed up by the And there was a report today Candidates pulling even mother of one of the 52 hostages, that workers in Wiesbadden, West who declares, "you get to the point Germany, have hooked up a bank of President Carter seems to be pull- program. -
Russian Nationalism and Pamiat
University of Northern Iowa UNI ScholarWorks Presidential Scholars Theses (1990 – 2006) Honors Program 1991 Russian nationalism and Pamiat Brian Granger University of Northern Iowa Let us know how access to this document benefits ouy Copyright ©1991 Brian Granger Follow this and additional works at: https://scholarworks.uni.edu/pst Part of the Other Political Science Commons Recommended Citation Granger, Brian, "Russian nationalism and Pamiat" (1991). Presidential Scholars Theses (1990 – 2006). 73. https://scholarworks.uni.edu/pst/73 This Open Access Presidential Scholars Thesis is brought to you for free and open access by the Honors Program at UNI ScholarWorks. It has been accepted for inclusion in Presidential Scholars Theses (1990 – 2006) by an authorized administrator of UNI ScholarWorks. For more information, please contact [email protected]. l Br.i.an Granqe:r: Preside ntial Scholars Thesis 1991 University of Northern Iowa I?"u.s ~:;.i.an Nat :i.onal:i s m and. Pam:i._ at_' _ More than seventy years after the October Re volution a crisis in the Sov.i.et Union haE:; cnusr:)d its c itiz.1:,•nf., to ffu.:[ f e r a lof;f; of: f::a1 th. This disillusionment s e e mingly stems from the lack of suc cess in economic reform and. the chnos of the democratization policy imple mented since the rise to power of M. S. Gorbache v in March 1985 . The following reaction has not merely c ondemne d. Gorbachev'r.;; "exper.i.mentat:i.on" with the Pand.orn' ~,; box of pereutroi)<<::1 ancl.gl<::isnout. -
Mainstream Russian Nationalism and the “State-Civilization” Identity: Perspectives from Below
Nationalities Papers (2021), 49: 1, 89–107 doi:10.1017/nps.2020.8 ARTICLE Mainstream Russian Nationalism and the “State-Civilization” Identity: Perspectives from Below Matthew Blackburn* The Institute of Russian and Eurasian Studies, Uppsala University, Sweden *Corresponding author. Email: [email protected], [email protected] Abstract Based on more than 100 interviews in European Russia, this article sheds light on the bottom-up dynamics of Russian nationalism. After offering a characterization of the post-2012 “state-civilization” discourse from above, I examine how ordinary people imagine Russia as a “state-civilization.” Interview narratives of inclusion into the nation are found to overlap with state discourse on three main lines: (1) ethno-nationalism is rejected, and Russia is imagined to be a unique, harmonious multi-ethnic space in which the Russians (russkie) lead without repressing the others; (2) Russia’s multinationalism is remembered in myths of peaceful interactions between Russians (russkie) and indigenous ethnic groups (korennyye narodi) across the imperial and Soviet past; (3) Russian culture and language are perceived as the glue that holds together a unified category of nationhood. Interview narratives on exclusion deviate from state discourse in two key areas: attitudes to the North Caucasus reveal the geopolitical-security, post-imperial aspect of the “state- civilization” identity, while stances toward non-Slavic migrants in city spaces reveal a degree of “cultural nationalism” that, while -
A Century of 1917S: Ideas, Representations, and Interpretations of the October Revolution, 1917–2017 * Andrea Graziosi
Harvard Ukrainian Studiesa 36, century no. 1–2 (2019):of 1917s 9–44. 9 ONE HUNDRED YEARS AFTER THE REVOLUTION A Century of 1917s: Ideas, Representations, and Interpretations of the October Revolution, 1917–2017 * Andrea Graziosi Introduction he celebrations of the 1917 centenary were striking for both their diversity and the diminishment of the event they commemorated, Tfrom Moscow’s low-key celebrations,1 to the missing or halfhearted remembrances organized in the former Soviet and socialist countries, to the West’s many platitudes—all of them stridently contradicting the initial energy of 1917. Embarrassment and hollowness were the key words in Russia, where, in 2017, 1917 was presented either as a “world historical event” illustrating the country’s greatness and importance by the very fact that it had taken place there, or it was buried under occasional studies of local events, with very little room left over for ideas. In the remain- ing post-Soviet states, as well as in the former socialist countries, silence often fell on what was until recently a hot terrain of polemics * This essay is based on a lecture that I delivered at the Harvard Ukrainian Research Institute on 6 November 2017, “Rethinking the 1917 Revolution,” as well as on a presentation that I gave at the 100th Anniversary Roundtable “The Bolshevik Revolution and Its Legacy in the USSR, Post-Soviet Russia, and the West,” organized by the Davis Center on the following day. The idea for this essay came from the way I reconstructed the interpretations of the Soviet experience in the chapter “What is the Soviet Union?” in my Histoire de l’URSS (Paris: PUF, 2010; Moscow: ROSSPEN, 2016). -
The Use of Analogies in Economic Modelling: Vladimir Bazarov's
The use of analogies in economic modelling: Vladimir Bazarov’s restauration process model Authors: Elizaveta Burina, Annie L. Cot Univeristy of Paris 1 – Panthéon-Sorbonne 2018-2019 Table of contents Acknowledgements ......................................................................................................................... 3 Preface ............................................................................................................................................. 4 Section 1. The framework that determined Bazarov’s work ........................................................... 8 1.1. Russian economic science in 1920s ...................................................................................... 8 1.2. Intellectual biography ........................................................................................................... 9 1.2.1. Before the October Revolution of 1917 ......................................................................... 9 1.2.2. After the October Revolution of 1917.......................................................................... 12 1.3. Bazarov’s work in Gosplan ................................................................................................. 15 1.3.1. Early years’ work ......................................................................................................... 15 1.3.2. Money emission theory ................................................................................................ 16 1.3.3. Planification theory ..................................................................................................... -
Was Stalin Necessary for Russia's Economic Development?
NBER WORKING PAPER SERIES WAS STALIN NECESSARY FOR RUSSIA'S ECONOMIC DEVELOPMENT? Anton Cheremukhin Mikhail Golosov Sergei Guriev Aleh Tsyvinski Working Paper 19425 http://www.nber.org/papers/w19425 NATIONAL BUREAU OF ECONOMIC RESEARCH 1050 Massachusetts Avenue Cambridge, MA 02138 September 2013 The authors thank Mark Aguiar, Bob Allen, Paco Buera, V.V. Chari, Hal Cole, Andrei Markevich, Joel Mokyr, Lee Ohanian, Richard Rogerson for useful comments. We also thank participants at the EIEF, Federal Reserve Bank of Philadelphia, Harvard, NBER EFJK Growth, Development Economics, and Income Distribution and Macroeconomics, New Economic School, Northwestern, Ohio State, Princeton. Financial support from NSF is gratefully acknowledged. Golosov and Tsyvinski also thank Einaudi Institute of Economics and Finance for hospitality. Any opinions, findings, and conclusions or recommendations expressed in this publication are those of the authors and do not necessarily reflect the views of their colleagues, the Federal Reserve Bank of Dallas, the Federal Reserve System, or the National Bureau of Economic Research. At least one co-author has disclosed a financial relationship of potential relevance for this research. Further information is available online at http://www.nber.org/papers/w19425.ack NBER working papers are circulated for discussion and comment purposes. They have not been peer- reviewed or been subject to the review by the NBER Board of Directors that accompanies official NBER publications. © 2013 by Anton Cheremukhin, Mikhail Golosov, Sergei Guriev, and Aleh Tsyvinski. All rights reserved. Short sections of text, not to exceed two paragraphs, may be quoted without explicit permission provided that full credit, including © notice, is given to the source. -
The Importance of Osthandel: West German-Soviet Trade and the End of the Cold War, 1969-1991
The Importance of Osthandel: West German-Soviet Trade and the End of the Cold War, 1969-1991 Dissertation Presented in Partial Fulfillment of the Requirements for the Degree Doctor of Philosophy in the Graduate School of the Ohio State University By Charles William Carter, M.A. Graduate Program in History The Ohio State University 2012 Dissertation Committee: Professor Carole Fink, Advisor Professor Mansel Blackford Professor Peter Hahn Copyright by Charles William Carter 2012 Abstract Although the 1970s was the era of U.S.-Soviet détente, the decade also saw West Germany implement its own form of détente: Ostpolitik. Trade with the Soviet Union (Osthandel) was a major feature of Ostpolitik. Osthandel, whose main feature was the development of the Soviet energy-export infrastructure, was part of a broader West German effort aimed at promoting intimate interaction with the Soviets in order to reduce tension and resolve outstanding Cold War issues. Thanks to Osthandel, West Germany became the USSR’s most important capitalist trading partner, and several oil and natural gas pipelines came into existence because of the work of such firms as Mannesmann and Thyssen. At the same time, Moscow’s growing emphasis on developing energy for exports was not a prudent move. A lack of economic diversification resulted, a development that helped devastate the USSR’s economy after the oil price collapse of 1986 and, in the process, destabilize the communist bloc. Against this backdrop, the goals of some West German Ostpolitik advocates—especially German reunification and a peaceful resolution to the Cold War—occurred. ii Dedication Dedicated to my father, Charles William Carter iii Acknowledgements This project has been several years in the making, and many individuals have contributed to its completion. -
“Eliminations Model” of Stalin's Terror (Data from the NKVD Archives)
Centre for Economic and Financial Research at New Economic School November 2006 Dictators, Repression and the Median Citizen: An “Eliminations Model” of Stalin’s Terror (Data from the NKVD Archives) Paul R. Gregory Philipp J.H. Schroder Konstantin Sonin Working Paper No 91 CEFIR / NES Working Paper series Dictators, Repression and the Median Citizen: An “Eliminations Model” of Stalin’s Terror (Data from the NKVD Archives) Paul R. Gregory Philipp J.H. Schr¨oder University of Houston and Aarhus School of Business Hoover Institution, Stanford University Denmark Konstantin Sonin∗ New Economic School Moscow November, 2006 Abstract This paper sheds light on dictatorial behavior as exemplified by the mass terror campaigns of Stalin. Dictatorships – unlike democracies where politicians choose platforms in view of voter preferences – may attempt to trim their constituency and thus ensure regime survival via the large scale elimination of citizens. We formalize this idea in a simple model and use it to examine Stalin’s three large scale terror campaigns with data from the NKVD state archives that are accessible after more than 60 years of secrecy. Our model traces the stylized facts of Stalin’s terror and identifies parameters such as the ability to correctly identify regime enemies, the actual or perceived number of enemies in the population, and how secure the dictators power base is, as crucial for the patterns and scale of repression. Keywords: Dictatorial systems, Stalinism, Soviet State and Party archives, NKVD, OPGU, Repression. JEL: P00, -
26Th Congress of the CPSU in Current Political Perspective
26th Congress of the CPSU in Current Political Perspective Robert F. Miller & T.H. Rigby 16 Occasional Paper no. 16 Department of Political Science Research School of Social Sciences Australian national University Canberra, 1982 JN6598 K5 1981z This book was published by ANU Press between 1965–1991. This republication is part of the digitisation project being carried out by Scholarly Information Services/Library and ANU Press. This project aims to make past scholarly works published by The Australian National University available to a global audience under its open-access policy. 26th Congress of the CPSU in Current Political Perspective Robert F. Miller & T.H. Rigby Occasional Paper no. 16 Department of Political Science Research School of Social Sciences Australian national University Canberra, 1982 * UBRARY Ä Printed and Published in Australia at The Australian National University © 1982 R.F. Miller and T.H. Rigby This book is copyright. Apart from any fair dealing for the purpose of private study, research, criticism, or review, as permitted under the Copyright Act, no part may be reproduced by any process without written permission. Printed at: SOCPAC Printery The Research Schools of Social Sciences and Pacific Studies Distributed for the Department by: The Australian National University Press National Library of Australia Card No and ISBN 909779 03 1 CONTENTS Chapter Page LIST OF TABLES V PREFACE Vii ONE THE CONGRESS AS EVENT 1 TWO THE ECONOMY AND ITS PROBLEMS 13 THREE CURRENT FOREIGN POLICY PERCEPTIONS 43 FOUR THE PARTY AND ITS