<?xml version="1.0" encoding="UTF-8" ?>
<volume id="W16">
  <paper id="0400">
    <title>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</title>
    <editor>Alexandra Balahur</editor>
    <editor>Erik van der Goot</editor>
    <editor>Piek Vossen</editor>
    <editor>Andres Montoyo</editor>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <url>http://www.aclweb.org/anthology/W16-04</url>
    <bibtype>book</bibtype>
    <bibkey>WASSA2016:2016</bibkey>
  </paper>

  <paper id="0401">
    <title>Sentiment Analysis - What are we talking about?</title>
    <author><first>Alexandra</first><last>Balahur</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>1</pages>
    <url>http://www.aclweb.org/anthology/W16-0401</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>balahur:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0402">
    <title>Sentiment, Subjectivity, and Social Analysis Go ToWork: An Industry View - Invited Talk</title>
    <author><first>Seth</first><last>Grimes</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>2</pages>
    <url>http://www.aclweb.org/anthology/W16-0402</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>grimes:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0403">
    <title>Rumor Identification and Belief Investigation on Twitter</title>
    <author><first>Sardar</first><last>Hamidian</last></author>
    <author><first>Mona</first><last>Diab</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>3&#8211;8</pages>
    <url>http://www.aclweb.org/anthology/W16-0403</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>hamidian-diab:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0404">
    <title>Modelling Valence and Arousal in Facebook posts</title>
    <author><first>Daniel</first><last>Preo&#x163;iuc-Pietro</last></author>
    <author><first>H. Andrew</first><last>Schwartz</last></author>
    <author><first>Gregory</first><last>Park</last></author>
    <author><first>Johannes</first><last>Eichstaedt</last></author>
    <author><first>Margaret</first><last>Kern</last></author>
    <author><first>Lyle</first><last>Ungar</last></author>
    <author><first>Elisabeth</first><last>Shulman</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>9&#8211;15</pages>
    <url>http://www.aclweb.org/anthology/W16-0404</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>preoctiucpietro-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0405">
    <title>Purity Homophily in Social Networks - Invited Talk</title>
    <author><first>Morteza</first><last>Dehghani</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>16</pages>
    <url>http://www.aclweb.org/anthology/W16-0405</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>dehghani:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0406">
    <title>Hit Songs’ Sentiments Harness Public Mood &#38; Predict Stock Market</title>
    <author><first>Rachel</first><last>Harsley</last></author>
    <author><first>Bhavesh</first><last>Gupta</last></author>
    <author><first>Barbara</first><last>Di Eugenio</last></author>
    <author><first>Huayi</first><last>Li</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>17&#8211;25</pages>
    <url>http://www.aclweb.org/anthology/W16-0406</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>harsley-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0407">
    <title>Fashioning Data - A Social Media Perspective on Fast Fashion Brands</title>
    <author><first>Rupak</first><last>Chakraborty</last></author>
    <author><first>Senjuti</first><last>Kundu</last></author>
    <author><first>Prakul</first><last>Agarwal</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>26&#8211;35</pages>
    <url>http://www.aclweb.org/anthology/W16-0407</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>chakraborty-kundu-agarwal:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0408">
    <title>Deep Learning for Sentiment Analysis - Invited Talk</title>
    <author><first>Richard</first><last>Socher</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>36</pages>
    <url>http://www.aclweb.org/anthology/W16-0408</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>socher:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0409">
    <title>Sentiment Lexicon Creation using Continuous Latent Space and Neural Networks</title>
    <author><first>Pedro</first><last>Dias Cardoso</last></author>
    <author><first>Anindya</first><last>Roy</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>37&#8211;42</pages>
    <url>http://www.aclweb.org/anthology/W16-0409</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>diascardoso-roy:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0410">
    <title>The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition</title>
    <author><first>Svetlana</first><last>Kiritchenko</last></author>
    <author><first>Saif</first><last>Mohammad</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>43&#8211;52</pages>
    <url>http://www.aclweb.org/anthology/W16-0410</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>kiritchenko-mohammad:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0411">
    <title>How can NLP Tasks Mutually Benefit Sentiment Analysis? A Holistic Approach to Sentiment Analysis</title>
    <author><first>Lingjia</first><last>Deng</last></author>
    <author><first>Janyce</first><last>Wiebe</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>53&#8211;59</pages>
    <url>http://www.aclweb.org/anthology/W16-0411</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>deng-wiebe:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0412">
    <title>An Unsupervised System for Visual Exploration of Twitter Conversations</title>
    <author><first>Derrick</first><last>Higgins</last></author>
    <author><first>Michael</first><last>Heilman</last></author>
    <author><first>Adrianna</first><last>Jelesnianska</last></author>
    <author><first>Keith</first><last>Ingersoll</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>60&#8211;65</pages>
    <url>http://www.aclweb.org/anthology/W16-0412</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>higgins-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0413">
    <title>Threat detection in online discussions</title>
    <author><first>Aksel</first><last>Wester</last></author>
    <author><first>Lilja</first><last>&#216;vrelid</last></author>
    <author><first>Erik</first><last>Velldal</last></author>
    <author><first>Hugo Lewi</first><last>Hammer</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>66&#8211;71</pages>
    <url>http://www.aclweb.org/anthology/W16-0413</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>wester-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0414">
    <title>Classification of comment helpfulness to improve knowledge sharing among medical practitioners.</title>
    <author><first>Pierre Andr&#233;</first><last>M&#233;nard</last></author>
    <author><first>Caroline</first><last>Barri&#232;re</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>72&#8211;81</pages>
    <url>http://www.aclweb.org/anthology/W16-0414</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>menard-barriere:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0415">
    <title>Political Issue Extraction Model: A Novel Hierarchical Topic Model That Uses Tweets By Political And Non-Political Authors</title>
    <author><first>Aditya</first><last>Joshi</last></author>
    <author><first>Pushpak</first><last>Bhattacharyya</last></author>
    <author><first>Mark</first><last>Carman</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>82&#8211;90</pages>
    <url>http://www.aclweb.org/anthology/W16-0415</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>joshi-bhattacharyya-carman:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0416">
    <title>Early text classification: a Na&#239;ve solution</title>
    <author><first>Hugo Jair</first><last>Escalante</last></author>
    <author><first>Manuel</first><last>Montes y Gomez</last></author>
    <author><first>Luis</first><last>Villasenor</last></author>
    <author><first>Marcelo Luis</first><last>Errecalde</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>91&#8211;99</pages>
    <url>http://www.aclweb.org/anthology/W16-0416</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>escalante-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0417">
    <title>Semi-supervised and unsupervised categorization of posts in Web discussion forums using part-of-speech information and minimal features</title>
    <author><first>Krish</first><last>Perumal</last></author>
    <author><first>Graeme</first><last>Hirst</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>100&#8211;108</pages>
    <url>http://www.aclweb.org/anthology/W16-0417</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>perumal-hirst:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0418">
    <title>Linguistic Understanding of Complaints and Praises in User Reviews</title>
    <author><first>Guangyu</first><last>Zhou</last></author>
    <author><first>Kavita</first><last>Ganesan</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>109&#8211;114</pages>
    <url>http://www.aclweb.org/anthology/W16-0418</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>zhou-ganesan:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0419">
    <title>Reputation System: Evaluating Reputation among All Good Sellers</title>
    <author><first>Vandana</first><last>Jha</last></author>
    <author><first>Savitha</first><last>R</last></author>
    <author><first>P Deepa</first><last>Shenoy</last></author>
    <author><first>Venugopal</first><last>K R</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>115&#8211;121</pages>
    <url>http://www.aclweb.org/anthology/W16-0419</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>jha-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0420">
    <title>Improve Sentiment Analysis of Citations with Author Modelling</title>
    <author><first>Zheng</first><last>Ma</last></author>
    <author><first>Jinseok</first><last>Nam</last></author>
    <author><first>Karsten</first><last>Weihe</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>122&#8211;127</pages>
    <url>http://www.aclweb.org/anthology/W16-0420</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ma-nam-weihe:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0421">
    <title>Implicit Aspect Detection in Restaurant Reviews using Cooccurence of Words</title>
    <author><first>Rrubaa</first><last>Panchendrarajan</last></author>
    <author><first>Nazick</first><last>Ahamed</last></author>
    <author><first>Brunthavan</first><last>Murugaiah</last></author>
    <author><first>Prakhash</first><last>Sivakumar</last></author>
    <author><first>Surangika</first><last>Ranathunga</last></author>
    <author><first>Akila</first><last>Pemasiri</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>128&#8211;136</pages>
    <url>http://www.aclweb.org/anthology/W16-0421</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>panchendrarajan-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0422">
    <title>Domain Adaptation of Polarity Lexicon combining Term Frequency and Bootstrapping</title>
    <author><first>Salud Mar&#237;a</first><last>Jim&#233;nez-Zafra</last></author>
    <author><first>Maite</first><last>Martin</last></author>
    <author><first>M. Dolores</first><last>Molina Gonz&#225;lez</last></author>
    <author><first>L. Alfonso</first><last>Urena Lopez</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>137&#8211;146</pages>
    <url>http://www.aclweb.org/anthology/W16-0422</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>jimenezzafra-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0423">
    <title>Do Enterprises Have Emotions?</title>
    <author><first>Sven</first><last>Buechel</last></author>
    <author><first>Udo</first><last>Hahn</last></author>
    <author><first>Jan</first><last>Goldenstein</last></author>
    <author><first>Sebastian G. M.</first><last>H&#228;ndschke</last></author>
    <author><first>Peter</first><last>Walgenbach</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>147&#8211;153</pages>
    <url>http://www.aclweb.org/anthology/W16-0423</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>buechel-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0424">
    <title>A semantic-affective compositional approach for the affective labelling of adjective-noun and noun-noun pairs</title>
    <author><first>Elisavet</first><last>Palogiannidi</last></author>
    <author><first>Elias</first><last>Iosif</last></author>
    <author><first>Polychronis</first><last>Koutsakis</last></author>
    <author><first>Alexandros</first><last>Potamianos</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>154&#8211;160</pages>
    <url>http://www.aclweb.org/anthology/W16-0424</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>palogiannidi-EtAl:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0425">
    <title>Fracking Sarcasm using Neural Network</title>
    <author><first>Aniruddha</first><last>Ghosh</last></author>
    <author><first>Dr. Tony</first><last>Veale</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>161&#8211;169</pages>
    <url>http://www.aclweb.org/anthology/W16-0425</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ghosh-veale:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0426">
    <title>An Hymn of an even Deeper Sentiment Analysis</title>
    <author><first>Manfred</first><last>Klenner</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>170</pages>
    <url>http://www.aclweb.org/anthology/W16-0426</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>klenner:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0427">
    <title>Sentiment Analysis in Twitter: A SemEval Perspective</title>
    <author><first>Preslav</first><last>Nakov</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>171&#8211;172</pages>
    <url>http://www.aclweb.org/anthology/W16-0427</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>nakov:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0428">
    <title>The Challenge of Sentiment Quantification</title>
    <author><first>Fabrizio</first><last>Sebastiani</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>173</pages>
    <url>http://www.aclweb.org/anthology/W16-0428</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>sebastiani:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0429">
    <title>A Practical Guide to Sentiment Annotation: Challenges and Solutions</title>
    <author><first>Saif</first><last>Mohammad</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>174&#8211;179</pages>
    <url>http://www.aclweb.org/anthology/W16-0429</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>mohammad:2016:WASSA2016</bibkey>
  </paper>

  <paper id="0430">
    <title>Emotions and NLP: Future Directions</title>
    <author><first>Carlo</first><last>Strapparava</last></author>
    <booktitle>Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, California</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>180</pages>
    <url>http://www.aclweb.org/anthology/W16-0430</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>strapparava:2016:WASSA2016</bibkey>
  </paper>

</volume>

