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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. -
Constructions and Instrumentalization of the Past: a Comparative Study on Memory Management in the Region
CBEES State of the Region Report 2020 Constructions and Instrumentalization of the Past A Comparative Study on Memory Management in the Region Published with support from the Foundation for Baltic and East European Studies (Östersjstiftelsen) Constructions and Instrumentalization of the Past A Comparative Study on Memory Management in the Region December 2020 Publisher Centre for Baltic and East European Studies, CBEES, Sdertrn University © CBEES, Sdertrn University and the authors Editor Ninna Mrner Editorial Board Joakim Ekman, Florence Frhlig, David Gaunt, Tora Lane, Per Anders Rudling, Irina Sandomirskaja Layout Lena Fredriksson, Serpentin Media Proofreading Bridget Schaefer, Semantix Print Elanders Sverige AB ISBN 978-91-85139-12-5 4 Contents 7 Preface. A New Annual CBEES Publication, Ulla Manns and Joakim Ekman 9 Introduction. Constructions and Instrumentalization of the Past, David Gaunt and Tora Lane 15 Background. Eastern and Central Europe as a Region of Memory. Some Common Traits, Barbara Trnquist-Plewa ESSAYS 23 Victimhood and Building Identities on Past Suffering, Florence Frhlig 29 Image, Afterimage, Counter-Image: Communist Visuality without Communism, Irina Sandomirskaja 37 The Toxic Memory Politics in the Post-Soviet Caucasus, Thomas de Waal 45 The Flag Revolution. Understanding the Political Symbols of Belarus, Andrej Kotljarchuk 55 Institutes of Trauma Re-production in a Borderland: Poland, Ukraine, and Lithuania, Per Anders Rudling COUNTRY BY COUNTRY 69 Germany. The Multi-Level Governance of Memory as a Policy Field, Jenny Wstenberg 80 Lithuania. Fractured and Contested Memory Regimes, Violeta Davoliūtė 87 Belarus. The Politics of Memory in Belarus: Narratives and Institutions, Aliaksei Lastouski 94 Ukraine. Memory Nodes Loaded with Potential to Mobilize People, Yuliya Yurchuk 106 Czech Republic. -
Katyn Massacre
Katyn massacre This article is about the 1940 massacre of Polish officers The Katyn massacre, also known as the Katyn Forest massacre (Polish: zbrodnia katyńska, 'Katyń crime'), was a mass murder of thousands of Polish military officers, policemen, intellectuals and civilian prisoners of war by Soviet NKVD, based on a proposal from Lavrentiy Beria to execute all members of the Polish Officer Corps. Dated March 5, 1940, this official document was then approved (signed) by the entire Soviet Politburo including Joseph Stalin and Beria. The number of victims is estimated at about 22,000, the most commonly cited number being 21,768. The victims were murdered in the Katyn Forest in Russia, the Kalinin (Tver) and Kharkov prisons and elsewhere. About 8,000 were officers taken prisoner during the 1939 Soviet invasion of Poland, the rest being Poles arrested for allegedly being "intelligence agents, gendarmes, saboteurs, landowners, factory owners, lawyers, priests, and officials." Since Poland's conscription system required every unexempted university graduate to become a reserve officer, the Soviets were able to round up much of the Polish intelligentsia, and the Jewish, Ukrainian, Georgian and Belarusian intelligentsia of Polish citizenship. The "Katyn massacre" refers to the massacre at Katyn Forest, near Katyn-Kharkiv-Mednoye the villages of Katyn and Gnezdovo (ca. 19 km west of Smolensk, memorial Russia), of Polish military officers in the Kozelsk prisoner-of-war camp. This was the largest of the simultaneous executions of prisoners of war from geographically distant Starobelsk and Ostashkov camps, and the executions of political prisoners from West Belarus and West Ukraine, shot on Stalin's orders at Katyn Forest, at the NKVD headquarters in Smolensk, at a Smolensk slaughterhouse, and at prisons in Kalinin (Tver), Kharkov, Moscow, and other Soviet cities. -
International Conference Crimes of the Communist Regimes, Prague, 24–25 February 2010
International conference Crimes of the Communist Regimes an assessment by historians and legal experts proceedings Th e conference took place at the Main Hall of the Senate of the Parliament of the Czech Republic (24–25 February 2010), and at the Offi ce of the Government of the Czech Republic (26 February 2010) Th e publication of this book was kindly supported by the European Commission Representation in the Czech Republic. Th e European Commission Representation in the Czech Republic bears no responsibility for the content of the publication. © Institute for the Study of Totalitarian Regimes, 2011 ISBN 978-80-87211-51-9 Th e conference was hosted by Jiří Liška, Vice-chairman of the Senate, Parliament of the Czech Republic and the Offi ce of the Government of the Czech Republic and organized by the Institute for the Study of Totalitarian Regimes together with partner institutions from the working group on the Platform of European Memory and Conscience under the kind patronage of Jan Fischer Prime minister of the Czech Republic Miroslava Němcová First deputy chairwoman of the Chamber of Deputies, Parliament of the Czech Republic Heidi Hautala (Finland) Chairwoman of the Human Rights Subcommittee of the European Parliament Göran Lindblad (Sweden) President of the Political Aff airs Committee of the Parliamentary Assembly of the Council of Europe and chairman of the Swedish delegation to PACE Sandra Kalniete (Latvia) former dissident, Member of the European Parliament Tunne Kelam (Estonia) former dissident, Member of the European Parliament -
The Crime of Genocide Committed Against the Poles by the USSR Before and During World War II: an International Legal Study, 45 Case W
Case Western Reserve Journal of International Law Volume 45 | Issue 3 2012 The rC ime of Genocide Committed against the Poles by the USSR before and during World War II: An International Legal Study Karol Karski Follow this and additional works at: https://scholarlycommons.law.case.edu/jil Part of the International Law Commons Recommended Citation Karol Karski, The Crime of Genocide Committed against the Poles by the USSR before and during World War II: An International Legal Study, 45 Case W. Res. J. Int'l L. 703 (2013) Available at: https://scholarlycommons.law.case.edu/jil/vol45/iss3/4 This Article is brought to you for free and open access by the Student Journals at Case Western Reserve University School of Law Scholarly Commons. It has been accepted for inclusion in Case Western Reserve Journal of International Law by an authorized administrator of Case Western Reserve University School of Law Scholarly Commons. Case Western Reserve Journal of International Law Volume 45 Spring 2013 Issue 3 The Crime of Genocide Committed Against the Poles by the USSR Before and During WWII: An International Legal Study Karol Karski Case Western Reserve Journal of International Law·Vol. 45·2013 The Crime of Genocide Committed Against the Poles The Crime of Genocide Committed Against the Poles by the USSR Before and During World War II: An International Legal Study Karol Karski* The USSR’s genocidal activity against the Polish nation started before World War II. For instance, during the NKVD’s “Polish operation” of 1937 and 1938, the Communist regime exterminated about 85,000 Poles living at that time on the pre- war territory of the USSR. -
The Fifth and Sixth Cycles in Post-Soviet Ukrainian Title History
Competing National Identities and Democratization in Ukraine : The Fifth and Sixth Cycles in Post-Soviet Ukrainian Title History Author(s) Kuzio, Taras Citation Acta Slavica Iaponica, 33, 27-46 Issue Date 2013 Doc URL http://hdl.handle.net/2115/56928 Type bulletin (article) File Information ASI33_002.pdf Instructions for use Hokkaido University Collection of Scholarly and Academic Papers : HUSCAP Acta Slavica Iaponica, Tomus 33, pp. 27‒46 Competing National Identities and Democratization in Ukraine: The Fifth and Sixth Cycles in Post-Soviet Ukrainian History Taras Kuzio In the last century, Ukraine has experienced six cycles of national revival and democratization followed on each occasion by a conservative Russophile counter revolution against Ukrainian national identity and democracy. The cy- cle had not run its course in 1991 when the Communist Party of Ukraine (KPU) was banned and the party had by then shrunk to a small coterie of “imperial communists” who supported the August 1991 putsch in Moscow. Although only 5 percent of its Soviet-era 3.5 million members re-joined the re-legalized KPU after 1993, a more serious threat to Ukrainian national identity and de- mocratization emerged eight years later in the Party of Regions. The bases of support for the KPU and Party of Regions are the Donbass and Crimea which were the strongholds of the Russophile, conservative wing of the Soviet-era KPU. This article is divided into four sections. The first provides a framework to understand contemporary Ukrainian history through competing cycles of Ukrainian national revival and Russophile counter-revolution. Three cycles in the 1920s, 1960s and the first two decades of Ukrainian independence have combined Ukrainian national revival with democratization and political and economic liberalization. -
Elena Temper• Konflikte Um Kurapaty
Elena Temper • Konflikte um Kurapaty Geteilte Erinnerung im postsowjetischen Belarus Belarus gehört zu den wenigen postkommunistischen Staaten, in denen sich die amtliche Geschichtsdeutung nicht mit der nationalen Konzeption der Geschichte deckt. Die Spaltung des belarussischen Geschichtsbildes in ein nationales und ein antinationales hat zu einer geteilten Erinne- rungskultur in der Gesellschaft geführt. Dies zeigt der Konflikt um Kura- paty, einen Ort stalinistischer Massenerschießungen. Das öffentliche Gedenken in Ostmittel- und Osteuropa differenziert sich seit 1989 je nach Nation aus. Dies geht mit einer (Re)Konstruktion nationaler Identitäten einher. Belarus stellt eine Ausnahme dar. Nach 1991 schien es so, als werde die belarussische Nationalgeschichte akzentuiert. Nach dem Machtantritt von Präsident Aljaksandr Lu- kašenka folgt die offizielle Geschichtspolitik anderen Prämissen. Nicht nur die Trans- formation des Landes, auch seine Geschichts- und Erinnerungspolitik sind so- wjetzentriert. Belarus gehört zu den wenigen erinnerungskulturell zerrissenen Staaten in Europa, in denen antagonistische Geschichtsnarrative zur Spaltung der Gesellschaft beitragen. Die historischen Jubiläen des Jahrs 2008 lassen sich nicht mit dem Geschichtsverständ- nis von Präsident Lukašenka in Einklang bringen. Am 25. März feierten Intellektuelle und Künstler, die zur belarussischen Opposition zählen, den 90. Jahrestag der Gründung des ersten belarussischen Staates, der Belarussischen Volksrepublik ( Belaruskaja Na- rodnaja R ėspublika – BNR). Dieser unter dem Protektorat des untergehenden Wilhel- minischen Deutschen Reiches gegründete Staat bestand nur von März bis Dezember 1918. Trotz ihrer Kurzlebigkeit besitzt die Belarussische Volksrepublik für die belarus- sische Unabhängigkeitsbewegung seit dem Ende der 1980er Jahre eine große Symbol- kraft. Nach dem Vorbild der baltischen Volksfronten entstand am 19. Oktober 1988 das Organisationskomitee der Belarussischen Volksfront ( Belaruski Narodny Front Adradžen’ne – BNF). -
Human Remains and Identification: Mass
3 Bykivnia: how grave robbers, activists, and foreigners ended official silence about Stalin’s mass graves near Kiev Karel C. Berkhoff The story of Bykivnia is one of boundless mass murder by Stalin’s People’s Commissariat of Internal Affairs, or NKVD, against Soviet and Polish citizens, but also the depressing tale of how, for seven post-war decades, Soviet and post-Soviet authorities attempted to relegate the killing site to oblivion, how boys and men mangled and looted the skulls and bones for years, and how even after the official veil of silence and deceit was lifted, the state took decisions about the gravesite in haste and secrecy, without anything resembling public debate. Both the Soviet authorities and the leaders of independent Ukraine attempted to block investigation of the thousands of corpses of victims of Stalin’s pre-war and wartime terror in a for- est east of Kiev, near the village of Bykivnia, which now falls under Kiev’s jurisdiction. None of the numerous German, Soviet, and post-Soviet excavations that took place intended to uncover the whole truth; in fact, the Soviet diggings erased much of the evi- dence. But this cover-up failed, thanks to pressure from within – activists and, gruesomely, grave looters, who mistreated the human remains – and from abroad, mainly from Poland. Ukraine’s rulers have acknowledged that the graves of Bykivnia hold Soviet citizens and Polish citizens and soldiers, all of whom were murdered by the NKVD. Yet not they, but grave looters, activists, and foreign inves- tigators broke the state-imposed silence about Stalin’s mass graves near Kiev. -
Politics of the Past: the Use and Abuse of History
Cover History and Politics:Mise en page 1 3/20/09 4:04 PM Page 1 Twenty years after the end of the Cold War and the collapse of communism the battles about the right interpretation of the twentieth century past are still being fought. In some countries even the courts have their say on what is or is not the historical truth. But primarily politicians have claimed a dominant role Politics of the Past: in these debates, often mixing history and politics in an irresponsible way. The European Parliament has become the arena where this culminates. Nevertheless, not every Member of Parliament wants to play historian. That is the The Use and Abuse of History background of Politics of the Past, in which historians take the floor to discuss the tense and ambivalent relationship between their profession and politics. Pierre Hassner: “Judges are no better placed than governments to replace open Edited by dialogue between historians, between historians and public opinion, between citizens and within and between democratic societies. That is why this book is Hannes Swoboda and such an important initiative.” Jan Marinus Wiersma Politics of the Past: The Use and Abuse of History The of the Past: Politics Cover picture: Reporters/AP 5 7 2 6 2 3 2 8 2 9 ISBN 92-823-2627-5 8 7 QA-80-09-552-EN-C ISBN 978-92-823-2627-5 9 Politics of the Past: The Use and Abuse of History Edited by Hannes Swoboda and Jan Marinus Wiersma Dedicated to Bronisław Geremek Bronisław Geremek, historian, former political dissident and our dear colleague, was one of the speakers at the event which we organized in Prague to commemorate the Spring of 1968. -
2 October 2016 Contested Memories of the Difficult Past Eastern Europe
International Conference Kyiv, 30 September – 2 October 2016 Contested Memories of the Difficult Past Eastern Europe and Its History of the 20 th Century ABSTRACTS Bekus, Nelly Multiple Cartographies of Negative Remembrance and Limitations of Anti-communist Discourse in Belarus The presentation will discuss how agencies and actors of various types - regional and local activists, religious organisations, international foundations and foreign states, interact and compete in fostering anti-communist agenda in Belarusian society and what are the effects of this complex interplay. Using the case of the memorial site of Kurapaty, which is the site of mass executions and a mass grave (1937-1939) located on the outskirt of Minsk, the paper will demonstrate how different agencies and actors develop various projects of truth-telling and memorialization programmes that aim at criminalisation of the Soviet past based on the specific cartographies of negative remembrance (European, Eastern European, post-Soviet, national). These multiple cartographies transform the memorial site into a space of contesta- tion that ultimately hampers its ability to counteract the official Belarusian policy of non- remembrance of the Stalinist repressions in Belarus. The paper will address the symbolic role played by the memorial site in the debates on crimi- nalisation of the Soviet past as well as the spatial and material aspects of the site, i.e. its controversial role in Minsk’s development. Blacker, Uilleam Writers and texts as actors in mnemonic space: the case of Anatoly Kuznetsov. Public monuments and literature are both well-established carriers of cultural memory. The relationship between these two media is rarely considered, however. -
The Fighting Republic of Poland 1939–1945
The Fighting MACIEJ KORKUĆ Republic of Poland 1939–1945 The Fighting MACIEJ KORKUĆ Republic of Poland Reviewers Prof. dr hab. Marek Wierzbicki Dr hab. Zdzisław Zblewski Translated by IURIDICO Legal & Financial Translations Sp. z o.o. (employer Ministry of Foreign Affairs) Proofreading and typesetting Publishing House of the IPN Cover Elżbieta Waga-Krajewska Graphic design Sylwia Szafrańska Printed by Pasaż Sp. z o.o. ul. Rydlówka 24, 30-363 Kraków ISBN 978-83-8098-769-2 © Instytut Pamięci Narodowej – Komisja Ścigania Zbrodni przeciwko Narodowi Polskiemu, 2019 SPIS TREŚCI Foreword ......................................... 5 I. The Versailles Order ................................. 7 II. 1939: A war fought alone instead of Allied pincers .......... 13 III. A state resisting the occupations ....................... 33 I V. The terror of occupation and genocide ................... 47 V. The Polish Underground State ......................... 81 VI. A sinister “ally” ..................................... 93 VII. Freedom: not for Poles ............................... 105 FOREWORD World War II changed the course of history. Started by the Germans with the complic- ity of the Soviet Union, it led to unimaginable destruction and millions of deaths. Later, it brought many nations under Soviet domination for almost fifty years and left the world divided in the Cold War. Poland fell victim to the aggression of both totalitarian systems, German national socialism and Soviet communism. The Ribbentrop-Molotov pact entered into by the Third Reich and Soviet Union on 23 August 1939 was the prelude to a global conflict, started on 1 September 1939 when Hitler invaded Poland, the first country to demonstrate ac- tual armed resistance against the aggressor, ending the string of Berlin’s peaceful con- quests. -
World War II Memory Politics: Jewish, Polish and Roma Minorities of Belarus
7 The Journal of Belarusian Studies World War II Memory Politics: Jewish, Polish and Roma Minorities of Belarus BY ANDREJ KOTLJARCHUK* ‘No one is forgotten, nothing is forgotten!’ Olga Bergholz, 1960 A popular slogan used by the Soviet authorities in regard to WWII. The aim of this study is to interpret recent trends in contemporary memory politics in Belarus, with focus on the Holocaust, Roma genocide memorials, and the memorial sites of the Polish minority in Belarus. The author believes that the theory of ‘path dependence’ is suitable for analysis of contemporary Belarusian memory politics with respect to World War II. In accordance with this theory, the scope and limitations of new politics are determined by the political choices made or results attained much earlier by the previous political regime. Recent comparative political studies adapt the ‘path dependence’ concept to historical material (Hedlund 2005). From this point of view, a comprehensive analysis of contemporary Belarusian memory politics is not possible without an examination of the Soviet period. In his study on the memorialization of the Holocaust in Poland, Hungary and Slovakia Jeffrey Blutinger defines three basic approaches to contemporary memory politics in Eastern Europe. The first approach, ‘aphasia’, means a virtual taboo on memory typical for the communist age. The second stage, ‘deflective negationism’, means that the Holocaust is recognised, but all responsibility for it is placed exclusively on the Germans. At the same time, the problem of local collaborationism is slurred over. Finally, the third model, ‘open examination’, * Andrej Kotjlarchuk, PhD is a Senior Lecturer at the Institute of Contemporary History, Södertörn University, Sweden.