<?xml version="1.0" encoding="UTF-8" ?>
<volume id="W14">
  <paper id="2600">
    <title>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</title>
    <editor><first>Alexandra</first><last>Balahur</last></editor>
    <editor><first>Erik</first><von>van der</von><last>Goot</last></editor>
    <editor><first>Ralf</first><last>Steinberger</last></editor>
    <editor><first>Andres</first><last>Montoyo</last></editor>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <url>http://www.aclweb.org/anthology/W14-26</url>
    <bibtype>book</bibtype>
    <bibkey>W14-26:2014</bibkey>
  </paper>

  <paper id="2601">
    <title>Words: Evaluative, Emotional, Colourful, Musical!</title>
    <author><first>Saif</first><last>Mohammad</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>1</pages>
    <url>http://www.aclweb.org/anthology/W14-2601</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>mohammad:2014:W14-26</bibkey>
  </paper>

  <paper id="2602">
    <title>Robust Cross-Domain Sentiment Analysis for Low-Resource Languages</title>
    <author><first>Jakob</first><last>Elming</last></author>
    <author><first>Barbara</first><last>Plank</last></author>
    <author><first>Dirk</first><last>Hovy</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>2&#8211;7</pages>
    <url>http://www.aclweb.org/anthology/W14-2602</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>elming-plank-hovy:2014:W14-26</bibkey>
  </paper>

  <paper id="2603">
    <title>An Investigation for Implicatures in Chinese : Implicatures in Chinese and in English are similar !</title>
    <author><first>Lingjia</first><last>Deng</last></author>
    <author><first>Janyce</first><last>Wiebe</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>8&#8211;17</pages>
    <url>http://www.aclweb.org/anthology/W14-2603</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>deng-wiebe:2014:W14-26</bibkey>
  </paper>

  <paper id="2604">
    <title>Inducing Domain-specific Noun Polarity Guided by Domain-independent Polarity Preferences of Adjectives</title>
    <author><first>Manfred</first><last>Klenner</last></author>
    <author><first>Michael</first><last>Amsler</last></author>
    <author><first>Nora</first><last>Hollenstein</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>18&#8211;23</pages>
    <url>http://www.aclweb.org/anthology/W14-2604</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>klenner-amsler-hollenstein:2014:W14-26</bibkey>
  </paper>

  <paper id="2605">
    <title>Aspect-Level Sentiment Analysis in Czech</title>
    <author><first>Josef</first><last>Steinberger</last></author>
    <author><first>Tom&#225;&#x161;</first><last>Brychc&#237;n</last></author>
    <author><first>Michal</first><last>Konkol</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>24&#8211;30</pages>
    <url>http://www.aclweb.org/anthology/W14-2605</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>steinberger-brychcin-konkol:2014:W14-26</bibkey>
  </paper>

  <paper id="2606">
    <title>Linguistic Models of Deceptive Opinion Spam</title>
    <author><first>Myle</first><last>Ott</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>31</pages>
    <url>http://www.aclweb.org/anthology/W14-2606</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ott:2014:W14-26</bibkey>
  </paper>

  <paper id="2607">
    <title>Semantic Role Labeling of Emotions in Tweets</title>
    <author><first>Saif</first><last>Mohammad</last></author>
    <author><first>Xiaodan</first><last>Zhu</last></author>
    <author><first>Joel</first><last>Martin</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>32&#8211;41</pages>
    <url>http://www.aclweb.org/anthology/W14-2607</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>mohammad-zhu-martin:2014:W14-26</bibkey>
  </paper>

  <paper id="2608">
    <title>An Impact Analysis of Features in a Classification Approach to Irony Detection in Product Reviews</title>
    <author><first>Konstantin</first><last>Buschmeier</last></author>
    <author><first>Philipp</first><last>Cimiano</last></author>
    <author><first>Roman</first><last>Klinger</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>42&#8211;49</pages>
    <url>http://www.aclweb.org/anthology/W14-2608</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>buschmeier-cimiano-klinger:2014:W14-26</bibkey>
  </paper>

  <paper id="2609">
    <title>Modelling Sarcasm in Twitter, a Novel Approach</title>
    <author><first>Francesco</first><last>Barbieri</last></author>
    <author><first>Horacio</first><last>Saggion</last></author>
    <author><first>Francesco</first><last>Ronzano</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>50&#8211;58</pages>
    <url>http://www.aclweb.org/anthology/W14-2609</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>barbieri-saggion-ronzano:2014:W14-26</bibkey>
  </paper>

  <paper id="2610">
    <title>Emotive or Non-emotive: That is The Question</title>
    <author><first>Michal</first><last>Ptaszynski</last></author>
    <author><first>Fumito</first><last>Masui</last></author>
    <author><first>Rafal</first><last>Rzepka</last></author>
    <author><first>Kenji</first><last>Araki</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>59&#8211;65</pages>
    <url>http://www.aclweb.org/anthology/W14-2610</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ptaszynski-EtAl:2014:W14-26</bibkey>
  </paper>

  <paper id="2611">
    <title>Challenges in Creating a Multilingual Sentiment Analysis Application for Social Media Mining</title>
    <author><first>Alexandra</first><last>Balahur</last></author>
    <author><first>Hristo</first><last>Tanev</last></author>
    <author><first>Erik</first><last>van der Goot</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>66</pages>
    <url>http://www.aclweb.org/anthology/W14-2611</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>balahur-tanev-vandergoot:2014:W14-26</bibkey>
  </paper>

  <paper id="2612">
    <title>Two-Step Model for Sentiment Lexicon Extraction from Twitter Streams</title>
    <author><first>Ilia</first><last>Chetviorkin</last></author>
    <author><first>Natalia</first><last>Loukachevitch</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>67&#8211;72</pages>
    <url>http://www.aclweb.org/anthology/W14-2612</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>chetviorkin-loukachevitch:2014:W14-26</bibkey>
  </paper>

  <paper id="2613">
    <title>Linguistically Informed Tweet Categorization for Online Reputation Management</title>
    <author><first>Gerard</first><last>Lynch</last></author>
    <author><first>P&#225;draig</first><last>Cunningham</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>73&#8211;78</pages>
    <url>http://www.aclweb.org/anthology/W14-2613</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>lynch-cunningham:2014:W14-26</bibkey>
  </paper>

  <paper id="2614">
    <title>Credibility Adjusted Term Frequency: A Supervised Term Weighting Scheme for Sentiment Analysis and Text Classification</title>
    <author><first>Yoon</first><last>Kim</last></author>
    <author><first>Owen</first><last>Zhang</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>79&#8211;83</pages>
    <url>http://www.aclweb.org/anthology/W14-2614</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>kim-zhang:2014:W14-26</bibkey>
  </paper>

  <paper id="2615">
    <title>Opinion Mining and Topic Categorization with Novel Term Weighting</title>
    <author><first>Tatiana</first><last>Gasanova</last></author>
    <author><first>Roman</first><last>Sergienko</last></author>
    <author><first>Shakhnaz</first><last>Akhmedova</last></author>
    <author><first>Eugene</first><last>Semenkin</last></author>
    <author><first>Wolfgang</first><last>Minker</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>84&#8211;89</pages>
    <url>http://www.aclweb.org/anthology/W14-2615</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>gasanova-EtAl:2014:W14-26</bibkey>
  </paper>

  <paper id="2616">
    <title>Sentiment classification of online political discussions: a comparison of a word-based and dependency-based method</title>
    <author><first>Hugo Lewi</first><last>Hammer</last></author>
    <author><first>Per Erik</first><last>Solberg</last></author>
    <author><first>Lilja</first><last>&#216;vrelid</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>90&#8211;96</pages>
    <url>http://www.aclweb.org/anthology/W14-2616</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>hammer-solberg-ovrelid:2014:W14-26</bibkey>
  </paper>

  <paper id="2617">
    <title>Improving Agreement and Disagreement Identification in Online Discussions with A Socially-Tuned Sentiment Lexicon</title>
    <author><first>Lu</first><last>Wang</last></author>
    <author><first>Claire</first><last>Cardie</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>97&#8211;106</pages>
    <url>http://www.aclweb.org/anthology/W14-2617</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>wang-cardie:2014:W14-26</bibkey>
  </paper>

  <paper id="2618">
    <title>Lexical Acquisition for Opinion Inference: A Sense-Level Lexicon of Benefactive and Malefactive Events</title>
    <author><first>Yoonjung</first><last>Choi</last></author>
    <author><first>Lingjia</first><last>Deng</last></author>
    <author><first>Janyce</first><last>Wiebe</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>107&#8211;112</pages>
    <url>http://www.aclweb.org/anthology/W14-2618</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>choi-deng-wiebe:2014:W14-26</bibkey>
  </paper>

  <paper id="2619">
    <title>Dive deeper: Deep Semantics for Sentiment Analysis</title>
    <author><first>Nikhilkumar</first><last>Jadhav</last></author>
    <author><first>Pushpak</first><last>Bhattacharyya</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>113&#8211;118</pages>
    <url>http://www.aclweb.org/anthology/W14-2619</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>jadhav-bhattacharyya:2014:W14-26</bibkey>
  </paper>

  <paper id="2620">
    <title>Evaluating Sentiment Analysis Evaluation: A Case Study in Securities Trading</title>
    <author><first>Siavash</first><last>Kazemian</last></author>
    <author><first>Shunan</first><last>Zhao</last></author>
    <author><first>Gerald</first><last>Penn</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>119&#8211;127</pages>
    <url>http://www.aclweb.org/anthology/W14-2620</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>kazemian-zhao-penn:2014:W14-26</bibkey>
  </paper>

  <paper id="2621">
    <title>Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features</title>
    <author><first>Dai Quoc</first><last>Nguyen</last></author>
    <author><first>Dat Quoc</first><last>Nguyen</last></author>
    <author><first>Thanh</first><last>Vu</last></author>
    <author><first>Son Bao</first><last>Pham</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>128&#8211;135</pages>
    <url>http://www.aclweb.org/anthology/W14-2621</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>nguyen-EtAl:2014:W14-26</bibkey>
  </paper>

  <paper id="2622">
    <title>Effect of Using Regression on Class Confidence Scores in Sentiment Analysis of Twitter Data</title>
    <author><first>Itir</first><last>Onal</last></author>
    <author><first>Ali Mert</first><last>Ertugrul</last></author>
    <author><first>Ruken</first><last>Cakici</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>136&#8211;141</pages>
    <url>http://www.aclweb.org/anthology/W14-2622</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>onal-ertugrul-cakici:2014:W14-26</bibkey>
  </paper>

  <paper id="2623">
    <title>A cognitive study of subjectivity extraction in sentiment annotation</title>
    <author><first>Abhijit</first><last>Mishra</last></author>
    <author><first>Aditya</first><last>Joshi</last></author>
    <author><first>Pushpak</first><last>Bhattacharyya</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>142&#8211;146</pages>
    <url>http://www.aclweb.org/anthology/W14-2623</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>mishra-joshi-bhattacharyya:2014:W14-26</bibkey>
  </paper>

  <paper id="2624">
    <title>The Use of Text Similarity and Sentiment Analysis to Examine Rationales in the Large-Scale Online Deliberations</title>
    <author><first>Wanting</first><last>Mao</last></author>
    <author><first>Lu</first><last>Xiao</last></author>
    <author><first>Robert</first><last>Mercer</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>147&#8211;153</pages>
    <url>http://www.aclweb.org/anthology/W14-2624</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>mao-xiao-mercer:2014:W14-26</bibkey>
  </paper>

  <paper id="2625">
    <title>A Conceptual Framework for Inferring Implicatures</title>
    <author><first>Janyce</first><last>Wiebe</last></author>
    <author><first>Lingjia</first><last>Deng</last></author>
    <booktitle>Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2014</year>
    <address>Baltimore, Maryland</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>154&#8211;159</pages>
    <url>http://www.aclweb.org/anthology/W14-2625</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>wiebe-deng:2014:W14-26</bibkey>
  </paper>

</volume>

