<?xml version="1.0" encoding="UTF-8" ?>
 <volume id="W10">
   <paper id="3000">
        <title>Proceedings of the Fourteenth Conference on Computational Natural Language Learning &#8211; Shared Task</title>
        <editor><first>Rich&#225;rd</first><last>Farkas</last></editor>
        <editor><first>Veronika</first><last>Vincze</last></editor>
        <editor><first>Gy&#246;rgy</first><last>Szarvas</last></editor>
        <editor><first>Gy&#246;rgy</first><last>M&#243;ra</last></editor>
        <editor><first>J&#225;nos</first><last>Csirik</last></editor>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <url>http://www.aclweb.org/anthology/W10-30</url>
        <bibtype>book</bibtype>
        <bibkey>CoNLL-ST:2010</bibkey>
   </paper>
   <paper id="3001">
        <title>The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language Text</title>
        <author><first>Rich&#225;rd</first><last>Farkas</last></author>
        <author><first>Veronika</first><last>Vincze</last></author>
        <author><first>Gy&#246;rgy</first><last>M&#243;ra</last></author>
        <author><first>J&#225;nos</first><last>Csirik</last></author>
        <author><first>Gy&#246;rgy</first><last>Szarvas</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>1&#8211;12</pages>
        <url>http://www.aclweb.org/anthology/W10-3001</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>farkas-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3002">
        <title>A Cascade Method for Detecting Hedges and their Scope in Natural Language Text</title>
        <author><first>Buzhou</first><last>Tang</last></author>
        <author><first>Xiaolong</first><last>Wang</last></author>
        <author><first>Xuan</first><last>Wang</last></author>
        <author><first>Bo</first><last>Yuan</last></author>
        <author><first>Shixi</first><last>Fan</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>13&#8211;17</pages>
        <url>http://www.aclweb.org/anthology/W10-3002</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>tang-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3003">
        <title>Detecting Speculative Language Using Syntactic Dependencies and Logistic Regression</title>
        <author><first>Andreas</first><last>Vlachos</last></author>
        <author><first>Mark</first><last>Craven</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>18&#8211;25</pages>
        <url>http://www.aclweb.org/anthology/W10-3003</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>vlachos-craven:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3004">
        <title>A Hedgehop over a Max-Margin Framework Using Hedge Cues</title>
        <author><first>Maria</first><last>Georgescul</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>26&#8211;31</pages>
        <url>http://www.aclweb.org/anthology/W10-3004</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>georgescul:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3005">
        <title>Detecting Hedge Cues and their Scopes with Average Perceptron</title>
        <author><first>Feng</first><last>Ji</last></author>
        <author><first>Xipeng</first><last>Qiu</last></author>
        <author><first>Xuanjing</first><last>Huang</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>32&#8211;39</pages>
        <url>http://www.aclweb.org/anthology/W10-3005</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>ji-qiu-huang:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3006">
        <title>Memory-Based Resolution of In-Sentence Scopes of Hedge Cues</title>
        <author><first>Roser</first><last>Morante</last></author>
        <author><first>Vincent</first><last>Van Asch</last></author>
        <author><first>Walter</first><last>Daelemans</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>40&#8211;47</pages>
        <url>http://www.aclweb.org/anthology/W10-3006</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>morante-vanasch-daelemans:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3007">
        <title>Resolving Speculation: MaxEnt Cue Classification and Dependency-Based Scope Rules</title>
        <author><first>Erik</first><last>Velldal</last></author>
        <author><first>Lilja</first><last>&#216;vrelid</last></author>
        <author><first>Stephan</first><last>Oepen</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>48&#8211;55</pages>
        <url>http://www.aclweb.org/anthology/W10-3007</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>velldal-ovrelid-oepen:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3008">
        <title>Combining Manual Rules and Supervised Learning for Hedge Cue and Scope Detection</title>
        <author><first>Marek</first><last>Rei</last></author>
        <author><first>Ted</first><last>Briscoe</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>56&#8211;63</pages>
        <url>http://www.aclweb.org/anthology/W10-3008</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>rei-briscoe:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3009">
        <title>Hedge Detection Using the RelHunter Approach</title>
        <author><first>Eraldo</first><last>Fernandes</last></author>
        <author><first>Carlos</first><last>Crestana</last></author>
        <author><first>Ruy</first><last>Milidi&#250;</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>64&#8211;69</pages>
        <url>http://www.aclweb.org/anthology/W10-3009</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>fernandes-crestana-milidiu:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3010">
        <title>A High-Precision Approach to Detecting Hedges and their Scopes</title>
        <author><first>Halil</first><last>Kilicoglu</last></author>
        <author><first>Sabine</first><last>Bergler</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>70&#8211;77</pages>
        <url>http://www.aclweb.org/anthology/W10-3010</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>kilicoglu-bergler:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3011">
        <title>Exploiting Rich Features for Detecting Hedges and their Scope</title>
        <author><first>Xinxin</first><last>Li</last></author>
        <author><first>Jianping</first><last>Shen</last></author>
        <author><first>Xiang</first><last>Gao</last></author>
        <author><first>Xuan</first><last>Wang</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>78&#8211;83</pages>
        <url>http://www.aclweb.org/anthology/W10-3011</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>li-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3012">
        <title>Uncertainty Detection as Approximate Max-Margin Sequence Labelling</title>
        <author><first>Oscar</first><last>T&#228;ckstr&#246;m</last></author>
        <author><first>Sumithra</first><last>Velupillai</last></author>
        <author><first>Martin</first><last>Hassel</last></author>
        <author><first>Gunnar</first><last>Eriksson</last></author>
        <author><first>Hercules</first><last>Dalianis</last></author>
        <author><first>Jussi</first><last>Karlgren</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>84&#8211;91</pages>
        <url>http://www.aclweb.org/anthology/W10-3012</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>tackstrom-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3013">
        <title>Hedge Detection and Scope Finding by Sequence Labeling with Procedural Feature Selection</title>
        <author><first>Shaodian</first><last>Zhang</last></author>
        <author><first>Hai</first><last>Zhao</last></author>
        <author><first>Guodong</first><last>Zhou</last></author>
        <author><first>Bao-Liang</first><last>Lu</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>92&#8211;99</pages>
        <url>http://www.aclweb.org/anthology/W10-3013</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>zhang-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3014">
        <title>Learning to Detect Hedges and their Scope Using CRF</title>
        <author><first>Qi</first><last>Zhao</last></author>
        <author><first>Chengjie</first><last>Sun</last></author>
        <author><first>Bingquan</first><last>Liu</last></author>
        <author><first>Yong</first><last>Cheng</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>100&#8211;105</pages>
        <url>http://www.aclweb.org/anthology/W10-3014</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>zhao-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3015">
        <title>Exploiting Multi-Features to Detect Hedges and their Scope in Biomedical Texts</title>
        <author><first>Huiwei</first><last>Zhou</last></author>
        <author><first>Xiaoyan</first><last>Li</last></author>
        <author><first>Degen</first><last>Huang</last></author>
        <author><first>Zezhong</first><last>Li</last></author>
        <author><first>Yuansheng</first><last>Yang</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>106&#8211;113</pages>
        <url>http://www.aclweb.org/anthology/W10-3015</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>zhou-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3016">
        <title>A Lucene and Maximum Entropy Model Based Hedge Detection System</title>
        <author><first>Lin</first><last>Chen</last></author>
        <author><first>Barbara</first><last>Di Eugenio</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>114&#8211;119</pages>
        <url>http://www.aclweb.org/anthology/W10-3016</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>chen-dieugenio:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3017">
        <title>HedgeHunter: A System for Hedge Detection and Uncertainty Classification</title>
        <author><first>David</first><last>Clausen</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>120&#8211;125</pages>
        <url>http://www.aclweb.org/anthology/W10-3017</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>clausen:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3018">
        <title>Exploiting CCG Structures with Tree Kernels for Speculation Detection</title>
        <author><first>Liliana</first><last>Mamani S&#225;nchez</last></author>
        <author><first>Baoli</first><last>Li</last></author>
        <author><first>Carl</first><last>Vogel</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>126&#8211;131</pages>
        <url>http://www.aclweb.org/anthology/W10-3018</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>mamanisanchez-li-vogel:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3019">
        <title>Uncertainty Learning Using SVMs and CRFs</title>
        <author><first>Vinodkumar</first><last>Prabhakaran</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>132&#8211;137</pages>
        <url>http://www.aclweb.org/anthology/W10-3019</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>prabhakaran:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3020">
        <title>Features for Detecting Hedge Cues</title>
        <author><first>Nobuyuki</first><last>Shimizu</last></author>
        <author><first>Hiroshi</first><last>Nakagawa</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>138&#8211;143</pages>
        <url>http://www.aclweb.org/anthology/W10-3020</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>shimizu-nakagawa:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3021">
        <title>A Simple Ensemble Method for Hedge Identification</title>
        <author><first>Ferenc</first><last>Szidarovszky</last></author>
        <author><first>Ill&#233;s</first><last>Solt</last></author>
        <author><first>Domonkos</first><last>Tikk</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>144&#8211;147</pages>
        <url>http://www.aclweb.org/anthology/W10-3021</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>szidarovszky-solt-tikk:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3022">
        <title>A Baseline Approach for Detecting Sentences Containing Uncertainty</title>
        <author><first>Erik</first><last>Tjong Kim Sang</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>148&#8211;150</pages>
        <url>http://www.aclweb.org/anthology/W10-3022</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>tjongkimsang:2010:CoNLL-ST</bibkey>
   </paper>
   <paper id="3023">
        <title>Hedge Classification with Syntactic Dependency Features Based on an Ensemble Classifier</title>
        <author><first>Yi</first><last>Zheng</last></author>
        <author><first>Qifeng</first><last>Dai</last></author>
        <author><first>Qiming</first><last>Luo</last></author>
        <author><first>Enhong</first><last>Chen</last></author>
        <booktitle>Proceedings of the Fourteenth Conference on Computational Natural Language Learning</booktitle>
        <month>July</month>
        <year>2010</year>
        <address>Uppsala, Sweden</address>
        <publisher>Association for Computational Linguistics</publisher>
        <pages>151&#8211;156</pages>
        <url>http://www.aclweb.org/anthology/W10-3023</url>
        <bibtype>inproceedings</bibtype>
        <bibkey>zheng-EtAl:2010:CoNLL-ST</bibkey>
   </paper>
 </volume>
