...Criterion SM Online Essay Evaluation: An Application for Automated Evaluation of Student Essays Jill Burstein Educational Testing Service Rosedale Road, 18E Princeton, NJ 08541 jburstein@ets.org Martin Chodorow Department of Psychology Hunter College 695 Park Avenue New York, NY 10021 martin.chodorow@hunter.cuny.edu Claudia Leacock Educational Testing Service Rosedale Road, 18E Princeton, NJ 08541 cleacock@ets.org Abstract This paper describes a deployed educational technology application: the CriterionSM Online Essay Evaluation Service, a web-based system that provides automated scoring and evaluation of student essays. Criterion has two complementary applications: E-rater®, an automated essay scoring system and Critique Writing Analysis Tools, a suite of programs that detect errors in grammar, usage, and mechanics, that identify discourse elements in the essay, and that recognize elements of undesirable style. These evaluation capabilities provide students with feedback that is specific to their writing in order to help them improve their writing skills. Both applications employ natural language processing and machine learning techniques. All of these capabilities outperform baseline algorithms, and some of the tools agree with human judges as often as two judges agree with each other. 2. Application Description Criterion contains two complementary applications that are based on natural language processing (NLP) methods. The scoring application, e-rater®, extracts...
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...John Benjamins Publishing Company This is a contribution from Review of Cognitive Linguistics 8:1 © 2010. John Benjamins Publishing Company This electronic file may not be altered in any way. The author(s) of this article is/are permitted to use this PDF file to generate printed copies to be used by way of offprints, for their personal use only. Permission is granted by the publishers to post this file on a closed server which is accessible to members (students and staff) only of the author’s/s’ institute, it is not permitted to post this PDF on the open internet. For any other use of this material prior written permission should be obtained from the publishers or through the Copyright Clearance Center (for USA: www.copyright.com). Please contact rights@benjamins.nl or consult our website: www.benjamins.com Tables of Contents, abstracts and guidelines are available at www.benjamins.com Interviews Discussing frame semantics: The state of the art An interview with Charles J. Fillmore József Andor University of Pécs J.A.: Thank you, Chuck, very much for accepting my invitation for this interview. I would like to center it around the notion of frame, a conceptually valid notion of interdisciplinary relevance, as pointed out by all of the speakers, including ourselves, of an important international colloquium that took place at the oldest university of the Old World, in Bologna in 2005 (Rossini Favretti, 2008). As a sort of father of research elaborating...
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...L OE B CLASS ICAL LIBR ARY 2013 Founded by JAMES LOEB 1911 Edited by JEFFREY HENDERSON NEW TITLES XENOPHON Volume IV. Memorabilia. Oeconomicus. Symposium. Apology AND SALLUST Volume I. The War with Catiline. The War with Jugurtha TRANSLATED BY J. C. ROLFE REVISED BY JOHN T. RAMSEY Sallust, Gaius Sallustius Crispus (86–35 BC), a Sabine from Amiternum, acted against Cicero and Milo as tribune in 52, joined Caesar after being expelled from the Senate in 50, was restored to the Senate by Caesar and took part in his African campaign as praetor in 46, and was then appointed governor of New Africa (Numidia). Upon his return to Rome he narrowly escaped conviction for malfeasance in office, retired from public life, and took up historiography. Sallust’s two extant monographs take as their theme the moral and political decline of Rome, one on the conspiracy of Catiline and the other on the war with Jugurtha. For this edition, J. C. Rolfe’s text and translation of the Catiline and Jugurtha have been thoroughly revised in line with the most recent scholarship. Vol. I. ISBN 978-0-674-99684-7 LCL TRANSLATED BY E. C. MARCHANT O. J. TODD REVISED BY JEFFREY HENDERSON This volume collects Xenophon’s (c. 430 to c. 354 BC) portrayals of his associate, Socrates. In Memorabilia (or Memoirs of Socrates) and in Oeconomicus, a dialogue about household management, we see the philosopher through Xenophon’s eyes. Here, as in the accompanying Symposium, we also obtain insight on life...
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...Beginning theory An introduction to literary and cultural theory Second edition Peter Barry © Peter Barry 1995, 2002 ISBN: 0719062683 Contents Acknowledgements - page x Preface to the second edition - xii Introduction - 1 About this book - 1 Approaching theory - 6 Slop and think: reviewing your study of literature to date - 8 My own 'stock-taking' - 9 1 Theory before 'theory' - liberal humanism - 11 The history of English studies - 11 Stop and think - 11 Ten tenets of liberal humanism - 16 Literary theorising from Aristotle to Leavis some key moments - 21 Liberal humanism in practice - 31 The transition to 'theory' - 32 Some recurrent ideas in critical theory - 34 Selected reading - 36 2 Structuralism - 39 Structuralist chickens and liberal humanist eggs Signs of the fathers - Saussure - 41 Stop and think - 45 The scope of structuralism - 46 What structuralist critics do - 49 Structuralist criticism: examples - 50 Stop and think - 53 Stop and think - 55 39 Stop and think - 57 Selected reading - 60 3 Post-structuralism and deconstruction - 61 Some theoretical differences between structuralism and post-structuralism - 61 Post-structuralism - life on a decentred planet - 65 Stop and think - 68 Structuralism and post-structuralism - some practical differences - 70 What post-structuralist critics do - 73 Deconstruction: an example - 73 Selected reading - 79 4 Postmodernism - 81 What is postmodernism? What was modernism? -...
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...LECTURE GUIDE IN SOC 6 WEEK 1—ORIENTATION / INTRODUCTION TO RIZAL COURSE WEEK 2 BACKGROUNDER OF RIZAL’S FAMILY / HISTORICAL BACGROUND OF RIZAL: A. ANCESTRY OF RIZAL. Rizal came from a mixture of races. From his father side, his great grandfather was a Chinese merchant from Amoy, China. In the closing year of the 17th century, Domingo Lamco who assumed the family surname “ Mercado “ in consonance with the decree of Governor General Narciso Claveria to free all Spanish subjects and their children from prejudices associated with having Chinese surnames. Lamco married a wealthy Chinese mestiza, Ines dela Rosa and from Manila, they moved to Binan and became tenants in the Dominican hacienda which those time large portion of the town were owned by Dominican friars. Rizal’s great grandfather was Francisco Mercado, the son of Domingo and Ines dela Rosa, who married a Chinese mestiza Cirila Bernacha, had a son by the name of Juan Mercado, who married a Chinese mestiza Cirila Alejandrino, serving as Riza’s grandfather. Juan and Cirila had 14 children, one of whom was Francisco Mercado, Rizal’s father who married Teodora Alonzo. Rizal’s father was an erudite man. He took courses in Latin and Philosophy at Colegio de San Jose in Manila. For Rizal, his father was a model father because of his honesty, industry and prudence. Rizal inherited from his father self – respect, serenity and poise, seriousness and a deep sense of dignity. On the other hand, from his mother side, Rizal’s...
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...www.it-ebooks.info www.it-ebooks.info Praise “A must-read resource for anyone who is serious about embracing the opportunity of big data.” — Craig Vaughan Global Vice President at SAP “This timely book says out loud what has finally become apparent: in the modern world, Data is Business, and you can no longer think business without thinking data. Read this book and you will understand the Science behind thinking data.” — Ron Bekkerman Chief Data Officer at Carmel Ventures “A great book for business managers who lead or interact with data scientists, who wish to better understand the principals and algorithms available without the technical details of single-disciplinary books.” — Ronny Kohavi Partner Architect at Microsoft Online Services Division “Provost and Fawcett have distilled their mastery of both the art and science of real-world data analysis into an unrivalled introduction to the field.” —Geoff Webb Editor-in-Chief of Data Mining and Knowledge Discovery Journal “I would love it if everyone I had to work with had read this book.” — Claudia Perlich Chief Scientist of M6D (Media6Degrees) and Advertising Research Foundation Innovation Award Grand Winner (2013) www.it-ebooks.info “A foundational piece in the fast developing world of Data Science. A must read for anyone interested in the Big Data revolution." —Justin Gapper Business Unit Analytics Manager at Teledyne Scientific and Imaging “The authors, both renowned experts in data science before it had a name, have...
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...SAGE India website gets a makeover! Global Products Enhanced Succinct Intuitive THE Improved Interactive Smart Layout User-friendly Easy Eye-catching LEADING WORld’s LEADING Independent Professional Stay tuned in to upcoming Events and Conferences Search Navigation Feature-rich Get to know our Authors and Editors Why Publish with SAGE ? World’s LEADING Publisher and home and editors Societies authors Professional Academic LEADING Publisher Natural World’s Societies THE and LEADING Publisher Natural authors Societies Independent home editors THE Professional Natural Societies Independent authors Societies and Societies editors THE LEADING home editors Natural editors Professional Independent Academic and authors Academic Independent Publisher Academic Societies and authors Academic THE World’s THE editors Academic THE Natural LEADING THE Natural LEADING home Natural authors Natural editors authors home World’s authors THE editors authors LEADING Publisher World’s LEADING authors World’s Natural Academic editors World’s home Natural and Independent authors World’s Publisher authors World’s home Natural home LEADING Academic Academic LEADING editors Natural and Publisher editors World’s authors home Academic Professional authors Independent home LEADING Academic World’s and authors home and Academic Professionalauthors World’s editors THE LEADING Publisher authors Independent home editors Natural...
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...www.GetPedia.com History of China: Table of Contents q q Historical Setting The Ancient Dynasties r r r Dawn of History Zhou Period Hundred Schools of Thought q The Imperial Era r r r r r r First Imperial Period Era of Disunity Restoration of Empire Mongolian Interlude Chinese Regain Power Rise of the Manchus q Emergence Of Modern China r r r r r r Western Powers Arrive First Modern Period Opium War, 1839-42 Era of Disunity Taiping Rebellion, 1851-64 Self-Strengthening Movement Hundred Days' Reform and Aftermath Republican Revolution of 1911 q Republican China r r r Nationalism and Communism s Opposing the Warlords s Consolidation under the Guomindang s Rise of the Communists Anti-Japanese War Return to Civil War q People's Republic Of China r r Transition to Socialism, 1953-57 Great Leap Forward, 1958-60 r r r r r Readjustment and Recovery, 1961-65 Cultural Revolution Decade, 1966-76 s Militant Phase, 1966-68 s Ninth National Party Congress to the Demise of Lin Biao, 1969-71 s End of the Era of Mao Zedong, 1972-76 Post-Mao Period, 1976-78 China and the Four Modernizations, 1979-82 Reforms, 1980-88 q References for History of China [ History of China ] [ Timeline ] Historical Setting The History Of China, as documented in ancient writings, dates back some 3,300 years. Modern archaeological studies provide evidence of still more ancient origins in a culture that flourished between 2500 and 2000 B.C....
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...LegalCrystal - Indian Law Search Engine - www.legalcrystal.com Gujarat Steel Tubes Ltd. and Ors. Vs. Gujarat Steel Tubes Mazdoor Sabha and Ors. LegalCrystal Citation : legalcrystal.com/655678 Court : Supreme Decided On : 1979-11-19 Reported in : AIR1980SC1896; (1980)ILLJ137SC; (1980)2SCC593; [1980]2SCR146 Judge : A.D. Koshal,; D.A. Desai and; V.R. Krishna Iyer, JJ. Acts : Industrial Employment (Standing Orders) Act, 1946; Industrial Disputes Act, 1947 - Sections 10A, 11 and 11A Appeal No. : Civil Appeal Nos. 1212, 2089 and 2237 of 1978 Appellant : Gujarat Steel Tubes Ltd. and Ors. Respondent : Gujarat Steel Tubes Mazdoor Sabha and Ors. Advocate for Pet/Ap. : V.M. Tarkunde and; Y.S. Chitale, Advs Excerpt : [A.D. Koshal,; D.A. Desai and; V.R. Krishna Iyer, JJ.] The appellant manufactures steel tubes in the outskirts of Ahmedabad city. It started its business in 1960, went into production since 1964 and waggled from infancy to adulthood with smiling profits and growling workers, punctuated by smouldering demands, strikes and settlement until there brewed a confrontation culminating in a head-on collision following upon certain unhappy happenings. A total strike ensued whose chain reaction was a whole-sale termination of all employees followed by fresh recruitment of workmen defacto breakdown of the strike and dispute over restoration of the removed workmen. As per the last settlement between the management and the workmen of 4th August, 1972, it was not open to the workmen to resort...
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...******Created by ebook converter - www.ebook-converter.com****** ******ebook converter DEMO - www.ebook-converter.com******* ******Created by ebook converter - www.ebook-converter.com****** KOINONIA HOUSE Coeur d’Alene, Idaho 83816-0347 ******ebook converter DEMO - www.ebook-converter.com******* ******Created by ebook converter - www.ebook-converter.com****** COSMIC CODES Copyright © 1999 by Koinonia House Revised 2004 P.O. Box D Coeur d’Alene, ID 83816-0347 Web Site: http://www.khouse.org Second Printing 2004 Third Printing 2011 ISBN 978-1-57821-072-5 Design and production by Koechel Peterson & Associates, Minneapolis, Minnesota. Scripture quotations in this book are taken from the King James Version of the Bible. All rights reserved. No portion of this book may reproduced in any form without the written permission of the Publisher. Printed in the United States of America. ******ebook converter DEMO - www.ebook-converter.com******* ******Created by ebook converter - www.ebook-converter.com****** “Cosmic Codes was the authoritative resource that we relied on in the research of our PAX-TV/Discovery Channel television special Secrets of the Bible Code Revealed. It’s absolutely packed with fascinating factual information on all of the Bible-related codes.” DAVID W. BALSIGER PRODUCER, SECRETS OF THE BIBLE CODE REVEALED “Chuck Missler writes from a technological and Biblical background in this cutting-edge analysis of the hidden codes...
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...TRADE AND ENVIRONMENT A RESOURCE BOOK Edited by Adil Najam Mark Halle Ricardo Meléndez-Ortiz TRADE AND ENVIRONMENT A RESOURCE BOOK Edited by Adil Najam Mark Halle Ricardo Meléndez-Ortiz Trade and Environment: A Resource Book © 2007 International Institute for Sustainable Development (IISD), International Centre for Trade and Sustainable Development (ICTSD) and the Regional and International Networking Group (The Ring). Trade and Environment: A Resource Book Edited by Adil Najam, Mark Halle and Ricardo Meléndez-Ortiz ISBN 978-1-895536-99-7 Published by International Institute for Sustainable Development, International Centre for Trade and Sustainable Development, The Regional and International Networking Group This publication is available online at http://www.trade-environment.org http://www.iisd.org http://www.ictsd.org http://www.ring-alliance.org Cover photos from iStockphoto. Readers are encouraged to quote and reproduce this material for educational, not-for-profit purposes, provided the source is acknowledged. Printed on 100% post-consumer recycled paper. Trade and Environment: A Resource Book The International Institute for Sustainable Development (IISD, http://www.iisd.org) contributes to sustainable development by advancing policy recommendations on international trade and investment, economic policy, climate change, measurement and assessment, and natural resources management. Through the Internet, we report on international negotiations and...
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...Lecture Notes in Computer Science Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen 6336 Editorial Board David Hutchison Lancaster University, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Alfred Kobsa University of California, Irvine, CA, USA Friedemann Mattern ETH Zurich, Switzerland John C. Mitchell Stanford University, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel Oscar Nierstrasz University of Bern, Switzerland C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Germany Madhu Sudan Microsoft Research, Cambridge, MA, USA Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbruecken, Germany Richard Hull Jan Mendling Stefan Tai (Eds.) Business Process Management 8th International Conference, BPM 2010 Hoboken, NJ, USA, September 13-16, 2010 Proceedings 13 Volume Editors Richard Hull IBM Research, Thomas J. Watson Research Center 19 Skyline Drive, Hawthorne, NY 10532, USA E-mail: hull@us.ibm.com Jan Mendling Humboldt-Universität zu Berlin, Institut für Wirtschaftsinformatik Unter den Linden 6, 10099 Berlin, Germany E-mail: contact@mendling.com Stefan Tai Karlsruhe Institute of...
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...The Power of Logic The Power of Logic FOU RTH E DITION Frances Howard-Snyder Daniel Howard-Snyder Ryan Wasserman WESTERN WASHINGTON UNIVERSITY Published by McGraw-Hill, an imprint of The McGraw-Hill Companies, Inc., 1221 Avenue of the Americas, New York, NY 10020. Copyright © 2009, 2005, 2002, 1999, by The McGraw-Hill Companies, Inc. All rights reserved. No part of this publication may be reproduced or distributed in any form or by any means, or stored in a database or retrieval system, without the prior written consent of The McGrawHill Companies, Inc., including, but not limited to, in any network or other electronic storage or transmission, or broadcast for distance learning. This book is printed on acid-free paper. 1 2 3 4 5 6 7 8 9 0 DOC/DOC 0 9 8 ISBN: 978-0-07-340737-1 MHID: 0-07-340737-2 Editor in Chief: Michael Ryan Editorial Director: Beth Mejia Sponsoring Editor: Mark Georgiev Marketing Manager: Pamela Cooper Editorial Coordinator: Briana Porco Production Editors: Melissa Williams/Melanie Field, Strawberry Field Publishing Cover Designer: Ashley Bedell Cover Photo: © Dan Trist/Corbis Media Project Manager: Thomas Brierly Production Supervisor: Louis Swaim Composition: This text was set in 10.5/12.5 Goudy by Aptara, Inc. Printing: Printed on 45# New Era Matte by R.R. Donnelley & Sons, Inc. Credits: The credits section for this book is on page 647, following the Answer Key in the back of the book, and is considered an extension of the copyright page. ...
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...Contents Preface Acknowledgments Introduction 1 BRAIN POWER Myth #1 Most People Use Only 10% of Their Brain Power Myth #2 Some People Are Left-Brained, Others Are Right-Brained Myth #3 Extrasensory Perception (ESP) Is a Well-Established Scientific Phenomenon Myth #4 Visual Perceptions Are Accompanied by Tiny Emissions from the Eyes Myth #5 Subliminal Messages Can Persuade People to Purchase Products 2 FROM WOMB TO TOMB Myth #6 Playing Mozart’s Music to Infants Boosts Their Intelligence Myth #7 Adolescence Is Inevitably a Time of Psychological Turmoil Myth #8 Most People Experience a Midlife Crisis in | 8 Their 40s or Early 50s Myth #9 Old Age Is Typically Associated with Increased Dissatisfaction and Senility Myth #10 When Dying, People Pass through a Universal Series of Psychological Stages 3 A REMEMBRANCE OF THINGS PAST Myth #11 Human Memory Works like a Tape Recorder or Video Camera, and Accurate Events We’ve Experienced Myth #12 Hypnosis Is Useful for Retrieving Memories of Forgotten Events Myth #13 Individuals Commonly Repress the Memories of Traumatic Experiences Myth #14 Most People with Amnesia Forget All Details of Their Earlier Lives 4 TEACHING OLD DOGS NEW TRICKS Myth #15 Intelligence (IQ) Tests Are Biased against Certain Groups of People My th #16 If You’re Unsure of Your Answer When Taking a Test, It’s Best to Stick with Your Initial Hunch Myth #17 The Defining Feature of Dyslexia Is Reversing Letters Myth #18 Students Learn Best When Teaching Styles Are Matched to...
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...Data Mining Practical Machine Learning Tools and Techniques The Morgan Kaufmann Series in Data Management Systems Series Editor: Jim Gray, Microsoft Research Data Mining: Practical Machine Learning Tools and Techniques, Second Edition Ian H. Witten and Eibe Frank Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration Earl Cox Data Modeling Essentials, Third Edition Graeme C. Simsion and Graham C. Witt Location-Based Services Jochen Schiller and Agnès Voisard Database Modeling with Microsoft® Visio for Enterprise Architects Terry Halpin, Ken Evans, Patrick Hallock, and Bill Maclean Designing Data-Intensive Web Applications Stefano Ceri, Piero Fraternali, Aldo Bongio, Marco Brambilla, Sara Comai, and Maristella Matera Mining the Web: Discovering Knowledge from Hypertext Data Soumen Chakrabarti Understanding SQL and Java Together: A Guide to SQLJ, JDBC, and Related Technologies Jim Melton and Andrew Eisenberg Database: Principles, Programming, and Performance, Second Edition Patrick O’Neil and Elizabeth O’Neil The Object Data Standard: ODMG 3.0 Edited by R. G. G. Cattell, Douglas K. Barry, Mark Berler, Jeff Eastman, David Jordan, Craig Russell, Olaf Schadow, Torsten Stanienda, and Fernando Velez Data on the Web: From Relations to Semistructured Data and XML Serge Abiteboul, Peter Buneman, and Dan Suciu Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations Ian H. Witten and Eibe Frank ...
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