<?xml version="1.0" encoding="UTF-8" ?>
<volume id="W16">
  <paper id="1300">
    <title>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</title>
    <editor>Jay Pujara</editor>
    <editor>Tim Rocktaschel</editor>
    <editor>Danqi Chen</editor>
    <editor>Sameer Singh</editor>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <url>http://www.aclweb.org/anthology/W16-13</url>
    <bibtype>book</bibtype>
    <bibkey>W16-13:2016</bibkey>
  </paper>

  <paper id="1301">
    <title>Using Graphs of Classifiers to Impose Constraints on Semi-supervised Relation Extraction</title>
    <author><first>Lidong</first><last>Bing</last></author>
    <author><first>William</first><last>Cohen</last></author>
    <author><first>Bhuwan</first><last>Dhingra</last></author>
    <author><first>Richard</first><last>Wang</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>1&#8211;6</pages>
    <url>http://www.aclweb.org/anthology/W16-1301</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>bing-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1302">
    <title>Discovering Entity Knowledge Bases on the Web</title>
    <author><first>Andrew</first><last>Chisholm</last></author>
    <author><first>Will</first><last>Radford</last></author>
    <author><first>Ben</first><last>Hachey</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>7&#8211;11</pages>
    <url>http://www.aclweb.org/anthology/W16-1302</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>chisholm-radford-hachey:2016:W16-13</bibkey>
  </paper>

  <paper id="1303">
    <title>IKE - An Interactive Tool for Knowledge Extraction</title>
    <author><first>Bhavana</first><last>Dalvi</last></author>
    <author><first>Sumithra</first><last>Bhakthavatsalam</last></author>
    <author><first>Chris</first><last>Clark</last></author>
    <author><first>Peter</first><last>Clark</last></author>
    <author><first>Oren</first><last>Etzioni</last></author>
    <author><first>Anthony</first><last>Fader</last></author>
    <author><first>Dirk</first><last>Groeneveld</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>12&#8211;17</pages>
    <url>http://www.aclweb.org/anthology/W16-1303</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>dalvi-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1304">
    <title>Incorporating Selectional Preferences in Multi-hop Relation Extraction</title>
    <author><first>Rajarshi</first><last>Das</last></author>
    <author><first>Arvind</first><last>Neelakantan</last></author>
    <author><first>David</first><last>Belanger</last></author>
    <author><first>Andrew</first><last>McCallum</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>18&#8211;23</pages>
    <url>http://www.aclweb.org/anthology/W16-1304</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>das-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1305">
    <title>Knowledge Base Population for Organization Mentions in Email</title>
    <author><first>Ning</first><last>Gao</last></author>
    <author><first>Mark</first><last>Dredze</last></author>
    <author><first>Douglas</first><last>Oard</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>24&#8211;28</pages>
    <url>http://www.aclweb.org/anthology/W16-1305</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>gao-dredze-oard:2016:W16-13</bibkey>
  </paper>

  <paper id="1306">
    <title>Enriching Wikidata with Frame Semantics</title>
    <author><first>Hatem</first><last>Mousselly Sergieh</last></author>
    <author><first>Iryna</first><last>Gurevych</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>29&#8211;34</pages>
    <url>http://www.aclweb.org/anthology/W16-1306</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>moussellysergieh-gurevych:2016:W16-13</bibkey>
  </paper>

  <paper id="1307">
    <title>Demonyms and Compound Relational Nouns in Nominal Open IE</title>
    <author><first>Harinder</first><last>Pal</last></author>
    <author><first>Mausam</first><last>-</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>35&#8211;39</pages>
    <url>http://www.aclweb.org/anthology/W16-1307</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>pal-:2016:W16-13</bibkey>
  </paper>

  <paper id="1308">
    <title>But What Do We Actually Know?</title>
    <author><first>Simon</first><last>Razniewski</last></author>
    <author><first>Fabian</first><last>Suchanek</last></author>
    <author><first>Werner</first><last>Nutt</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>40&#8211;44</pages>
    <url>http://www.aclweb.org/anthology/W16-1308</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>razniewski-suchanek-nutt:2016:W16-13</bibkey>
  </paper>

  <paper id="1309">
    <title>Learning Knowledge Base Inference with Neural Theorem Provers</title>
    <author><first>Tim</first><last>Rockt&#228;schel</last></author>
    <author><first>Sebastian</first><last>Riedel</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>45&#8211;50</pages>
    <url>http://www.aclweb.org/anthology/W16-1309</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>rocktaschel-riedel:2016:W16-13</bibkey>
  </paper>

  <paper id="1310">
    <title>The Physics of Text: Ontological Realism in Information Extraction</title>
    <author><first>Stuart</first><last>Russell</last></author>
    <author><first>Ole Torp</first><last>Lassen</last></author>
    <author><first>Justin</first><last>Uang</last></author>
    <author><first>Wei</first><last>Wang</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>51&#8211;56</pages>
    <url>http://www.aclweb.org/anthology/W16-1310</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>russell-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1311">
    <title>Know2Look: Commonsense Knowledge for Visual Search</title>
    <author><first>Sreyasi</first><last>Nag Chowdhury</last></author>
    <author><first>Niket</first><last>Tandon</last></author>
    <author><first>Gerhard</first><last>Weikum</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>57&#8211;62</pages>
    <url>http://www.aclweb.org/anthology/W16-1311</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>nagchowdhury-tandon-weikum:2016:W16-13</bibkey>
  </paper>

  <paper id="1312">
    <title>Row-less Universal Schema</title>
    <author><first>Patrick</first><last>Verga</last></author>
    <author><first>Andrew</first><last>McCallum</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>63&#8211;68</pages>
    <url>http://www.aclweb.org/anthology/W16-1312</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>verga-mccallum:2016:W16-13</bibkey>
  </paper>

  <paper id="1313">
    <title>An Attentive Neural Architecture for Fine-grained Entity Type Classification</title>
    <author><first>Sonse</first><last>Shimaoka</last></author>
    <author><first>Pontus</first><last>Stenetorp</last></author>
    <author><first>Kentaro</first><last>Inui</last></author>
    <author><first>Sebastian</first><last>Riedel</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>69&#8211;74</pages>
    <url>http://www.aclweb.org/anthology/W16-1313</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>shimaoka-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1314">
    <title>Regularizing Relation Representations by First-order Implications</title>
    <author><first>Thomas</first><last>Demeester</last></author>
    <author><first>Tim</first><last>Rockt&#228;schel</last></author>
    <author><first>Sebastian</first><last>Riedel</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>75&#8211;80</pages>
    <url>http://www.aclweb.org/anthology/W16-1314</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>demeester-rocktaschel-riedel:2016:W16-13</bibkey>
  </paper>

  <paper id="1315">
    <title>Applying Universal Schemas for Domain Specific Ontology Expansion</title>
    <author><first>Paul</first><last>Groth</last></author>
    <author><first>Sujit</first><last>Pal</last></author>
    <author><first>Darin</first><last>McBeath</last></author>
    <author><first>Brad</first><last>Allen</last></author>
    <author><first>Ron</first><last>Daniel</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>81&#8211;85</pages>
    <url>http://www.aclweb.org/anthology/W16-1315</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>groth-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1316">
    <title>Design of Word Association Games using Dialog Systems for Acquisition of Word Association Knowledge</title>
    <author><first>Yuichiro</first><last>Machida</last></author>
    <author><first>Daisuke</first><last>Kawahara</last></author>
    <author><first>Sadao</first><last>Kurohashi</last></author>
    <author><first>Manabu</first><last>Sassano</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>86&#8211;91</pages>
    <url>http://www.aclweb.org/anthology/W16-1316</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>machida-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1317">
    <title>Call for Discussion: Building a New Standard Dataset for Relation Extraction Tasks</title>
    <author><first>Teresa</first><last>Martin</last></author>
    <author><first>Fiete</first><last>Botschen</last></author>
    <author><first>Ajay</first><last>Nagesh</last></author>
    <author><first>Andrew</first><last>McCallum</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>92&#8211;96</pages>
    <url>http://www.aclweb.org/anthology/W16-1317</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>martin-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1318">
    <title>A Comparison of Weak Supervision methods for Knowledge Base Construction</title>
    <author><first>Ameet</first><last>Soni</last></author>
    <author><first>Dileep</first><last>Viswanathan</last></author>
    <author><first>Niranjan</first><last>Pachaiyappan</last></author>
    <author><first>Sriraam</first><last>Natarajan</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>97&#8211;102</pages>
    <url>http://www.aclweb.org/anthology/W16-1318</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>soni-EtAl:2016:W16-13</bibkey>
  </paper>

  <paper id="1319">
    <title>A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion</title>
    <author><first>Johannes</first><last>Welbl</last></author>
    <author><first>Guillaume</first><last>Bouchard</last></author>
    <author><first>Sebastian</first><last>Riedel</last></author>
    <booktitle>Proceedings of the 5th Workshop on Automated Knowledge Base Construction</booktitle>
    <month>June</month>
    <year>2016</year>
    <address>San Diego, CA</address>
    <publisher>Association for Computational Linguistics</publisher>
    <pages>103&#8211;107</pages>
    <url>http://www.aclweb.org/anthology/W16-1319</url>
    <bibtype>inproceedings</bibtype>
    <bibkey>welbl-bouchard-riedel:2016:W16-13</bibkey>
  </paper>

</volume>

