<?xml version="1.0" encoding="UTF-8" ?>
<volume id="W16">
  <paper id="2500">
    <title>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</title>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <url>http://anthology.aclweb.org/W16-25</url>
    <bibtype>book</bibtype>
    <bibkey>RepEval:2016</bibkey>
  </paper>

  <paper id="2501">
    <title>Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance</title>
    <author><first>Billy</first><last>Chiu</last></author>
    <author><first>Anna</first><last>Korhonen</last></author>
    <author><first>Sampo</first><last>Pyysalo</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>1&#8211;6</pages>
    <url>http://anthology.aclweb.org/W16-2501</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>chiu-korhonen-pyysalo:2016:RepEval</bibkey>
  </paper>

  <paper id="2502">
    <title>A critique of word similarity as a method for evaluating distributional semantic models</title>
    <author><first>Miroslav</first><last>Batchkarov</last></author>
    <author><first>Thomas</first><last>Kober</last></author>
    <author><first>Jeremy</first><last>Reffin</last></author>
    <author><first>Julie</first><last>Weeds</last></author>
    <author><first>David</first><last>Weir</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>7&#8211;12</pages>
    <url>http://anthology.aclweb.org/W16-2502</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>batchkarov-EtAl:2016:RepEval</bibkey>
  </paper>

  <paper id="2503">
    <title>Issues in evaluating semantic spaces using word analogies</title>
    <author><first>Tal</first><last>Linzen</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>13&#8211;18</pages>
    <url>http://anthology.aclweb.org/W16-2503</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>linzen:2016:RepEval</bibkey>
  </paper>

  <paper id="2504">
    <title>Evaluating Word Embeddings Using a Representative Suite of Practical Tasks</title>
    <author><first>Neha</first><last>Nayak</last></author>
    <author><first>Gabor</first><last>Angeli</last></author>
    <author><first>Christopher D.</first><last>Manning</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>19&#8211;23</pages>
    <url>http://anthology.aclweb.org/W16-2504</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>nayak-angeli-manning:2016:RepEval</bibkey>
  </paper>

  <paper id="2505">
    <title>Story Cloze Evaluator: Vector Space Representation Evaluation by Predicting What Happens Next</title>
    <author><first>Nasrin</first><last>Mostafazadeh</last></author>
    <author><first>Lucy</first><last>Vanderwende</last></author>
    <author><first>Wen-tau</first><last>Yih</last></author>
    <author><first>Pushmeet</first><last>Kohli</last></author>
    <author><first>James</first><last>Allen</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>24&#8211;29</pages>
    <url>http://anthology.aclweb.org/W16-2505</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>mostafazadeh-EtAl:2016:RepEval</bibkey>
  </paper>

  <paper id="2506">
    <title>Problems With Evaluation of Word Embeddings Using Word Similarity Tasks</title>
    <author><first>Manaal</first><last>Faruqui</last></author>
    <author><first>Yulia</first><last>Tsvetkov</last></author>
    <author><first>Pushpendre</first><last>Rastogi</last></author>
    <author><first>Chris</first><last>Dyer</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>30&#8211;35</pages>
    <url>http://anthology.aclweb.org/W16-2506</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>faruqui-EtAl:2016:RepEval</bibkey>
  </paper>

  <paper id="2507">
    <title>Intrinsic Evaluations of Word Embeddings: What Can We Do Better?</title>
    <author><first>Anna</first><last>Gladkova</last></author>
    <author><first>Aleksandr</first><last>Drozd</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>36&#8211;42</pages>
    <url>http://anthology.aclweb.org/W16-2507</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>gladkova-drozd:2016:RepEval</bibkey>
  </paper>

  <paper id="2508">
    <title>Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations</title>
    <author><first>Jos&#233;</first><last>Camacho-Collados</last></author>
    <author><first>Roberto</first><last>Navigli</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>43&#8211;50</pages>
    <url>http://anthology.aclweb.org/W16-2508</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>camachocollados-navigli:2016:RepEval</bibkey>
  </paper>

  <paper id="2509">
    <title>Capturing Discriminative Attributes in a Distributional Space: Task Proposal</title>
    <author><first>Alicia</first><last>Krebs</last></author>
    <author><first>Denis</first><last>Paperno</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>51&#8211;54</pages>
    <url>http://anthology.aclweb.org/W16-2509</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>krebs-paperno:2016:RepEval</bibkey>
  </paper>

  <paper id="2510">
    <title>An Improved Crowdsourcing Based Evaluation Technique for Word Embedding Methods</title>
    <author><first>Farhana Ferdousi</first><last>Liza</last></author>
    <author><first>Marek</first><last>Grzes</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>55&#8211;61</pages>
    <url>http://anthology.aclweb.org/W16-2510</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>liza-grzes:2016:RepEval</bibkey>
  </paper>

  <paper id="2511">
    <title>Evaluation of acoustic word embeddings</title>
    <author><first>Sahar</first><last>Ghannay</last></author>
    <author><first>Yannick</first><last>Est&#232;ve</last></author>
    <author><first>Nathalie</first><last>Camelin</last></author>
    <author><first>Paul</first><last>Deleglise</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>62&#8211;66</pages>
    <url>http://anthology.aclweb.org/W16-2511</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ghannay-EtAl:2016:RepEval</bibkey>
  </paper>

  <paper id="2512">
    <title>Evaluating Embeddings using Syntax-based Classification Tasks as a Proxy for Parser Performance</title>
    <author><first>Arne</first><last>K&#246;hn</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>67&#8211;71</pages>
    <url>http://anthology.aclweb.org/W16-2512</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>kohn:2016:RepEval</bibkey>
  </paper>

  <paper id="2513">
    <title>Evaluating vector space models using human semantic priming results</title>
    <author><first>Allyson</first><last>Ettinger</last></author>
    <author><first>Tal</first><last>Linzen</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>72&#8211;77</pages>
    <url>http://anthology.aclweb.org/W16-2513</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ettinger-linzen:2016:RepEval</bibkey>
  </paper>

  <paper id="2514">
    <title>Evaluating embeddings on dictionary-based similarity</title>
    <author><first>Judit</first><last>&#192;cs</last></author>
    <author><first>Andras</first><last>Kornai</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>78&#8211;82</pages>
    <url>http://anthology.aclweb.org/W16-2514</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>acs-kornai:2016:RepEval</bibkey>
  </paper>

  <paper id="2515">
    <title>Evaluating multi-sense embeddings for semantic resolution monolingually and in word translation</title>
    <author><first>G&#225;bor</first><last>Borb&#233;ly</last></author>
    <author><first>M&#225;rton</first><last>Makrai</last></author>
    <author><first>D&#225;vid M&#225;rk</first><last>Nemeskey</last></author>
    <author><first>Andras</first><last>Kornai</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>83&#8211;89</pages>
    <url>http://anthology.aclweb.org/W16-2515</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>borbely-EtAl:2016:RepEval</bibkey>
  </paper>

  <paper id="2516">
    <title>Subsumption Preservation as a Comparative Measure for Evaluating Sense-Directed Embeddings</title>
    <author><first>Ali</first><last>Seyed</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>90&#8211;93</pages>
    <url>http://anthology.aclweb.org/W16-2516</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>seyed:2016:RepEval</bibkey>
  </paper>

  <paper id="2517">
    <title>Evaluating Informal-Domain Word Representations With UrbanDictionary</title>
    <author><first>Naomi</first><last>Saphra</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>94&#8211;98</pages>
    <url>http://anthology.aclweb.org/W16-2517</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>saphra:2016:RepEval</bibkey>
  </paper>

  <paper id="2518">
    <title>Thematic fit evaluation: an aspect of selectional preferences</title>
    <author><first>Asad</first><last>Sayeed</last></author>
    <author><first>Clayton</first><last>Greenberg</last></author>
    <author><first>Vera</first><last>Demberg</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>99&#8211;105</pages>
    <url>http://anthology.aclweb.org/W16-2518</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>sayeed-greenberg-demberg:2016:RepEval</bibkey>
  </paper>

  <paper id="2519">
    <title>Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure</title>
    <author><first>Oded</first><last>Avraham</last></author>
    <author><first>Yoav</first><last>Goldberg</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>106&#8211;110</pages>
    <url>http://anthology.aclweb.org/W16-2519</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>avraham-goldberg:2016:RepEval</bibkey>
  </paper>

  <paper id="2520">
    <title>Correlation-based Intrinsic Evaluation of Word Vector Representations</title>
    <author><first>Yulia</first><last>Tsvetkov</last></author>
    <author><first>Manaal</first><last>Faruqui</last></author>
    <author><first>Chris</first><last>Dyer</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>111&#8211;115</pages>
    <url>http://anthology.aclweb.org/W16-2520</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>tsvetkov-faruqui-dyer:2016:RepEval</bibkey>
  </paper>

  <paper id="2521">
    <title>Evaluating word embeddings with fMRI and eye-tracking</title>
    <author><first>Anders</first><last>S&#248;gaard</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>116&#8211;121</pages>
    <url>http://anthology.aclweb.org/W16-2521</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>sogaard:2016:RepEval</bibkey>
  </paper>

  <paper id="2522">
    <title>Defining Words with Words: Beyond the Distributional Hypothesis</title>
    <author><first>Iuliana-Elena</first><last>Parasca</last></author>
    <author><first>Andreas Lukas</first><last>Rauter</last></author>
    <author><first>Jack</first><last>Roper</last></author>
    <author><first>Aleksandar</first><last>Rusinov</last></author>
    <author><first>Guillaume</first><last>Bouchard</last></author>
    <author><first>Sebastian</first><last>Riedel</last></author>
    <author><first>Pontus</first><last>Stenetorp</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>122&#8211;126</pages>
    <url>http://anthology.aclweb.org/W16-2522</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>parasca-EtAl:2016:RepEval</bibkey>
  </paper>

  <paper id="2523">
    <title>A Proposal for Linguistic Similarity Datasets Based on Commonality Lists</title>
    <author><first>Dmitrijs</first><last>Milajevs</last></author>
    <author><first>Sascha</first><last>Griffiths</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>127&#8211;133</pages>
    <url>http://anthology.aclweb.org/W16-2523</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>milajevs-griffiths:2016:RepEval</bibkey>
  </paper>

  <paper id="2524">
    <title>Probing for semantic evidence of composition by means of simple classification tasks</title>
    <author><first>Allyson</first><last>Ettinger</last></author>
    <author><first>Ahmed</first><last>Elgohary</last></author>
    <author><first>Philip</first><last>Resnik</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>134&#8211;139</pages>
    <url>http://anthology.aclweb.org/W16-2524</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>ettinger-elgohary-resnik:2016:RepEval</bibkey>
  </paper>

  <paper id="2525">
    <title>SLEDDED: A Proposed Dataset of Event Descriptions for Evaluating Phrase Representations</title>
    <author><first>Laura</first><last>Rimell</last></author>
    <author><first>Eva Maria</first><last>Vecchi</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>140&#8211;144</pages>
    <url>http://anthology.aclweb.org/W16-2525</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>rimell-vecchi:2016:RepEval</bibkey>
  </paper>

  <paper id="2526">
    <title>Sentence Embedding Evaluation Using Pyramid Annotation</title>
    <author><first>Tal</first><last>Baumel</last></author>
    <author><first>Raphael</first><last>Cohen</last></author>
    <author><first>Michael</first><last>Elhadad</last></author>
    <booktitle>Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP</booktitle>
    <month>August</month>
    <year>2016</year>
    <address>Berlin, Germany</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>145&#8211;149</pages>
    <url>http://anthology.aclweb.org/W16-2526</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>baumel-cohen-elhadad:2016:RepEval</bibkey>
  </paper>

</volume>

