<?xml version="1.0" encoding="UTF-8" ?>
<volume id="W15">
  <paper id="0600">
    <title>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</title>
    <editor>Joel Tetreault</editor>
    <editor>Jill Burstein</editor>
    <editor>Claudia Leacock</editor>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <url>http://www.aclweb.org/anthology/W15-06</url>
    <bibtype>book</bibtype>
    <bibkey>bea:2015</bibkey>
  </paper>

  <paper id="0601">
    <title>Candidate evaluation strategies for improved difficulty prediction of language tests</title>
    <author><first>Lisa</first><last>Beinborn</last></author>
    <author><first>Torsten</first><last>Zesch</last></author>
    <author><first>Iryna</first><last>Gurevych</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>1&#8211;11</pages>
    <url>http://www.aclweb.org/anthology/W15-0601</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>beinborn-zesch-gurevych:2015:bea</bibkey>
  </paper>

  <paper id="0602">
    <title>Feature selection for automated speech scoring</title>
    <author><first>Anastassia</first><last>Loukina</last></author>
    <author><first>Klaus</first><last>Zechner</last></author>
    <author><first>Lei</first><last>Chen</last></author>
    <author><first>Michael</first><last>Heilman</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>12&#8211;19</pages>
    <url>http://www.aclweb.org/anthology/W15-0602</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>loukina-EtAl:2015:bea</bibkey>
  </paper>

  <paper id="0603">
    <title>Incorporating Coherence of Topics as a Criterion in Automatic Response-to-Text Assessment of the Organization of Writing</title>
    <author><first>Zahra</first><last>Rahimi</last></author>
    <author><first>Diane</first><last>Litman</last></author>
    <author><first>Elaine</first><last>Wang</last></author>
    <author><first>Richard</first><last>Correnti</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>20&#8211;30</pages>
    <url>http://www.aclweb.org/anthology/W15-0603</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>rahimi-EtAl:2015:bea</bibkey>
  </paper>

  <paper id="0604">
    <title>Automatic morphological analysis of learner Hungarian</title>
    <author><first>Scott</first><last>Ledbetter</last></author>
    <author><first>Markus</first><last>Dickinson</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>31&#8211;41</pages>
    <url>http://www.aclweb.org/anthology/W15-0604</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ledbetter-dickinson:2015:bea</bibkey>
  </paper>

  <paper id="0605">
    <title>Automated Scoring of Picture-based Story Narration</title>
    <author><first>Swapna</first><last>Somasundaran</last></author>
    <author><first>Chong Min</first><last>Lee</last></author>
    <author><first>Martin</first><last>Chodorow</last></author>
    <author><first>Xinhao</first><last>Wang</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>42&#8211;48</pages>
    <url>http://www.aclweb.org/anthology/W15-0605</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>somasundaran-EtAl:2015:bea</bibkey>
  </paper>

  <paper id="0606">
    <title>Measuring Feature Diversity in Native Language Identification</title>
    <author><first>Shervin</first><last>Malmasi</last></author>
    <author><first>Aoife</first><last>Cahill</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>49&#8211;55</pages>
    <url>http://www.aclweb.org/anthology/W15-0606</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>malmasi-cahill:2015:bea</bibkey>
  </paper>

  <paper id="0607">
    <title>Automated Evaluation of Scientific Writing: AESW Shared Task Proposal</title>
    <author><first>Vidas</first><last>Daudaravicius</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>56&#8211;63</pages>
    <url>http://www.aclweb.org/anthology/W15-0607</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>daudaravicius:2015:bea</bibkey>
  </paper>

  <paper id="0608">
    <title>Scoring Persuasive Essays Using Opinions and their Targets</title>
    <author><first>Noura</first><last>Farra</last></author>
    <author><first>Swapna</first><last>Somasundaran</last></author>
    <author><first>Jill</first><last>Burstein</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>64&#8211;74</pages>
    <url>http://www.aclweb.org/anthology/W15-0608</url>
    <revision id="2">W15-0608v2</revision>
    <bibtype>inproceedings</bibtype>
    <bibkey>farra-somasundaran-burstein:2015:bea</bibkey>
  </paper>

  <paper id="0609">
    <title>Towards Automatic Description of Knowledge Components</title>
    <author><first>Cyril</first><last>Goutte</last></author>
    <author><first>Guillaume</first><last>Durand</last></author>
    <author><first>Serge</first><last>Leger</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>75&#8211;80</pages>
    <url>http://www.aclweb.org/anthology/W15-0609</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>goutte-durand-leger:2015:bea</bibkey>
  </paper>

  <paper id="0610">
    <title>The Impact of Training Data on Automated Short Answer Scoring Performance</title>
    <author><first>Michael</first><last>Heilman</last></author>
    <author><first>Nitin</first><last>Madnani</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>81&#8211;85</pages>
    <url>http://www.aclweb.org/anthology/W15-0610</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>heilman-madnani:2015:bea</bibkey>
  </paper>

  <paper id="0611">
    <title>Interpreting Questions with a Log-Linear Ranking Model in a Virtual Patient Dialogue System</title>
    <author><first>Evan</first><last>Jaffe</last></author>
    <author><first>Michael</first><last>White</last></author>
    <author><first>William</first><last>Schuler</last></author>
    <author><first>Eric</first><last>Fosler-Lussier</last></author>
    <author><first>Alex</first><last>Rosenfeld</last></author>
    <author><first>Douglas</first><last>Danforth</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>86&#8211;96</pages>
    <url>http://www.aclweb.org/anthology/W15-0611</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>jaffe-EtAl:2015:bea</bibkey>
  </paper>

  <paper id="0612">
    <title>Identifying Patterns For Short Answer Scoring Using Graph-based Lexico-Semantic Text Matching</title>
    <author><first>Lakshmi</first><last>Ramachandran</last></author>
    <author><first>Jian</first><last>Cheng</last></author>
    <author><first>Peter</first><last>Foltz</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>97&#8211;106</pages>
    <url>http://www.aclweb.org/anthology/W15-0612</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ramachandran-cheng-foltz:2015:bea</bibkey>
  </paper>

  <paper id="0613">
    <title>Lark Trills for Language Drills: Text-to-speech technology for language learners</title>
    <author><first>Elena</first><last>Volodina</last></author>
    <author><first>Dijana</first><last>Pijetlovic</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>107&#8211;117</pages>
    <url>http://www.aclweb.org/anthology/W15-0613</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>volodina-pijetlovic:2015:bea</bibkey>
  </paper>

  <paper id="0614">
    <title>The Jinan Chinese Learner Corpus</title>
    <author><first>Maolin</first><last>Wang</last></author>
    <author><first>Shervin</first><last>Malmasi</last></author>
    <author><first>Mingxuan</first><last>Huang</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>118&#8211;123</pages>
    <url>http://www.aclweb.org/anthology/W15-0614</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>wang-malmasi-huang:2015:bea</bibkey>
  </paper>

  <paper id="0615">
    <title>Reducing Annotation Efforts in Supervised Short Answer Scoring</title>
    <author><first>Torsten</first><last>Zesch</last></author>
    <author><first>Michael</first><last>Heilman</last></author>
    <author><first>Aoife</first><last>Cahill</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>124&#8211;132</pages>
    <url>http://www.aclweb.org/anthology/W15-0615</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>zesch-heilman-cahill:2015:bea</bibkey>
  </paper>

  <paper id="0616">
    <title>Annotation and Classification of Argumentative Writing Revisions</title>
    <author><first>Fan</first><last>Zhang</last></author>
    <author><first>Diane</first><last>Litman</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>133&#8211;143</pages>
    <url>http://www.aclweb.org/anthology/W15-0616</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>zhang-litman:2015:bea</bibkey>
  </paper>

  <paper id="0617">
    <title>Embarrassed or Awkward? Ranking Emotion Synonyms for ESL Learners' Appropriate Wording</title>
    <author><first>Wei-Fan</first><last>Chen</last></author>
    <author><first>MeiHua</first><last>Chen</last></author>
    <author><first>Lun-Wei</first><last>Ku</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>144&#8211;153</pages>
    <url>http://www.aclweb.org/anthology/W15-0617</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>chen-chen-ku:2015:bea</bibkey>
  </paper>

  <paper id="0618">
    <title>RevUP: Automatic Gap-Fill Question Generation from Educational Texts</title>
    <author><first>Girish</first><last>Kumar</last></author>
    <author><first>Rafael</first><last>Banchs</last></author>
    <author><first>Luis Fernando</first><last>D'Haro</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>154&#8211;161</pages>
    <url>http://www.aclweb.org/anthology/W15-0618</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>kumar-banchs-dharo:2015:bea</bibkey>
  </paper>

  <paper id="0619">
    <title>Preliminary Experiments on Crowdsourced Evaluation of Feedback Granularity</title>
    <author><first>Nitin</first><last>Madnani</last></author>
    <author><first>Martin</first><last>Chodorow</last></author>
    <author><first>Aoife</first><last>Cahill</last></author>
    <author><first>Melissa</first><last>Lopez</last></author>
    <author><first>Yoko</first><last>Futagi</last></author>
    <author><first>Yigal</first><last>Attali</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>162&#8211;171</pages>
    <url>http://www.aclweb.org/anthology/W15-0619</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>madnani-EtAl:2015:bea</bibkey>
  </paper>

  <paper id="0620">
    <title>Oracle and Human Baselines for Native Language Identification</title>
    <author><first>Shervin</first><last>Malmasi</last></author>
    <author><first>Joel</first><last>Tetreault</last></author>
    <author><first>Mark</first><last>Dras</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>172&#8211;178</pages>
    <url>http://www.aclweb.org/anthology/W15-0620</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>malmasi-tetreault-dras:2015:bea</bibkey>
  </paper>

  <paper id="0621">
    <title>Using PEGWriting to Support the Writing Motivation and Writing Quality of Eighth-Grade Students: A Quasi-Experimental Study</title>
    <author><first>Joshua</first><last>Wilson</last></author>
    <author><first>Trish</first><last>Martin</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>179&#8211;189</pages>
    <url>http://www.aclweb.org/anthology/W15-0621</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>wilson-martin:2015:bea</bibkey>
  </paper>

  <paper id="0622">
    <title>Towards Creating Pedagogic Views from Encyclopedic Resources</title>
    <author><first>Ditty</first><last>Mathew</last></author>
    <author><first>Dhivya</first><last>Eswaran</last></author>
    <author><first>Sutanu</first><last>Chakraborti</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>190&#8211;195</pages>
    <url>http://www.aclweb.org/anthology/W15-0622</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>mathew-eswaran-chakraborti:2015:bea</bibkey>
  </paper>

  <paper id="0623">
    <title>Judging the Quality of Automatically Generated Gap-fill Question using Active Learning</title>
    <author><first>Nobal Bikram</first><last>Niraula</last></author>
    <author><first>Vasile</first><last>Rus</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>196&#8211;206</pages>
    <url>http://www.aclweb.org/anthology/W15-0623</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>niraula-rus:2015:bea</bibkey>
  </paper>

  <paper id="0624">
    <title>Generating Reference Texts for Short Answer Scoring Using Graph-based Summarization</title>
    <author><first>Lakshmi</first><last>Ramachandran</last></author>
    <author><first>Peter</first><last>Foltz</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>207&#8211;212</pages>
    <url>http://www.aclweb.org/anthology/W15-0624</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ramachandran-foltz:2015:bea</bibkey>
  </paper>

  <paper id="0625">
    <title>Evaluating the performance of Automated Text Scoring systems</title>
    <author><first>Helen</first><last>Yannakoudakis</last></author>
    <author><first>Ronan</first><last>Cummins</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>213&#8211;223</pages>
    <url>http://www.aclweb.org/anthology/W15-0625</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>yannakoudakis-cummins:2015:bea</bibkey>
  </paper>

  <paper id="0626">
    <title>Task-Independent Features for Automated Essay Grading</title>
    <author><first>Torsten</first><last>Zesch</last></author>
    <author><first>Michael</first><last>Wojatzki</last></author>
    <author><first>Dirk</first><last>Scholten-Akoun</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>224&#8211;232</pages>
    <url>http://www.aclweb.org/anthology/W15-0626</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>zesch-wojatzki-scholtenakoun:2015:bea</bibkey>
  </paper>

  <paper id="0627">
    <title>Using Learner Data to Improve Error Correction in Adjective&#8211;Noun Combinations</title>
    <author><first>Ekaterina</first><last>Kochmar</last></author>
    <author><first>Ted</first><last>Briscoe</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>233&#8211;242</pages>
    <url>http://www.aclweb.org/anthology/W15-0627</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>kochmar-briscoe:2015:bea</bibkey>
  </paper>

  <paper id="0628">
    <title>Using NLP to Support Scalable Assessment of Short Free Text Responses</title>
    <author><first>Alistair</first><last>Willis</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>243&#8211;253</pages>
    <url>http://www.aclweb.org/anthology/W15-0628</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>willis:2015:bea</bibkey>
  </paper>

  <paper id="0629">
    <title>Automatically Scoring Freshman Writing: A Preliminary Investigation</title>
    <author><first>Courtney</first><last>Napoles</last></author>
    <author><first>Chris</first><last>Callison-Burch</last></author>
    <booktitle>Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications</booktitle>
    <month>June</month>
    <year>2015</year>
    <address>Denver, Colorado</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>254&#8211;263</pages>
    <url>http://www.aclweb.org/anthology/W15-0629</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>napoles-callisonburch:2015:bea</bibkey>
  </paper>

</volume>

