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<b style="font-size:12pt; background-color:transparent; font-family:arial,serif,EmojiFont">LANTERN workshop at COLING 2020</b><br>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">Barcelona, Spain</span></font><font size="3" color="#111111" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"> -- December 13, 2020</span></font></div>

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<font size="3" color="#111111" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">Workshop website: </span></font><a href="https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.lantern.uni-saarland.de%2F2020%2F&data=02%7C01%7Cs.pezzelle%40uva.nl%7C4458ddaf37274715dccb08d84a65fac2%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637341149171128814&sdata=SIMA%2B5qRuw6B%2BbhIuCZXEQsqISD0iuFBhb3dQH6cN4M%3D&reserved=0" target="_blank" rel="noopener noreferrer"><font size="3" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">https://www.lantern.uni-saarland.de/2020/</span></font></a></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">ABOUT THE WORKSHOP </span></font></div>

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<a href="https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.lantern.uni-saarland.de%2F2020&data=02%7C01%7Cs.pezzelle%40uva.nl%7C4458ddaf37274715dccb08d84a65fac2%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637341149171128814&sdata=VDqI7NasYmHotfUgTVPDvRiOwg8YW%2FjNGHMeUhU9z7I%3D&reserved=0" target="_blank" rel="noopener noreferrer" style=""><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">LANTERN:

 The Second Workshop Beyond Vision and </span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"><b>LAN</b></span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">guage:

 In</span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"><b>TE</b></span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">grating </span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"><b>R</b></span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">eal

 World K</span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"><b>N</b></span></font><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">owledge</span></font></a></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">Language is acquired, used, and evaluated by understanding the world around us. It is thus essential to capture such an understanding </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">by </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>exploiting

 knowledge</b></span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"> from sources</span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"> that

are useful for <font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">grounding<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"> language.

 Recent work showed the potential of visually-grounded language in addressing task-specific challenges (e.g., visual captioning, VQA, dialog, etc.). In this workshop, we aim to go </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"><b>beyond

 the task-specific integration of language and vision</b></span></font><font size="3" color="#FF9900" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">, </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">and

 encourage submissions that leverage knowledge from external sources that are either provided by an environment or some fixed knowledge.</span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"><i> </i></span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent"><i>Our motto: When you are groping in the dark, knowledge gives you the light!</i></span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">TOPICS OF INTEREST</span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">Topics of interest include, but are not limited to:</span></font></div>

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<span style="font-family: arial, serif, EmojiFont; font-size: 16px; text-align: justify; white-space: pre-wrap;">Application of language and vision to robotics</span></li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<span style="font-family: arial, serif, EmojiFont; font-size: 16px; text-align: justify; white-space: pre-wrap;">Cognitiv<span style="font-size: 12pt;">ely- and neuroscience-driven vision and language learning (eye-tracking, fMRI, etc.)</span></span></li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<span style="font-family: arial, serif, EmojiFont; font-size: 16px; text-align: justify; white-space: pre-wrap;"></span><span style="font-size: 12pt;">Common-sense knowledge acquisition from vision</span></li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<span style="font-size: 12pt;">Enhancing visual perception with language and structured knowledge</span></li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Human-robot interaction with language understanding and visual perception</span><br>

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<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Integration of vision and language by building cross-modal relationship networks</span><br>

</li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Integrated models of real-world knowledge, vision, and language for generating context-sensitive embeddings</span><br>

</li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Language and vision for learning games</span><br>

</li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Learning of quantities from vision</span><br>

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<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Multi-task learning for integration of language and vision</span><br>

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<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Reasoning with language to improve visual perception</span><br>

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<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Text-to-Image (natural, sketch, synthetic) generation with external knowledge</span><br>

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<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Theoretical understanding of limitations in the integration of vision and language</span><br>

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<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Visual dialog, captioning and Q&A by incorporating common-sense/real-world knowledge</span><br>

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<span style="background-color: transparent; font-size: 12pt; font-family: arial, serif, EmojiFont;">Other novel tasks which combine language and vision with means of external knowledge</span></li></ul>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">IMPORTANT DATES</span></font></div>

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<font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">Deadline for submission: </span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>September</b></span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b> 11,

 2020 [Extended Deadline]</b></span></font></div>

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<font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">Notification of acceptance: </span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"> </span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>October</b></span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b> 07,

 2020 [Extended Deadline]</b></span></font></div>

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<font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">Deadline for camera-ready version: </span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>October</b></span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b> 16,

 2020 [Extended Deadline]</b></span></font></div>

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<font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">Workshop date: </span></font><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>December 13, 2020</b></span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">All deadlines are calculated at 11:59pm UTC-12h</span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">INVITED SPEAKERS</span></font></div>

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<li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="#222222"><span style="font-size:12pt"><b>Yonatan Bisk</b></span></font><font size="3" color="#222222"><span style="font-size:12pt">, Microsoft Research & CMU</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="#222222"><span style="font-size:12pt"><b>Gemma Boleda</b></span></font><font size="3" color="#222222"><span style="font-size:12pt">, Universitat Pompeu Fabra & ICREA</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="#222222"><span style="font-size:12pt"><b>Angeliki Lazaridou</b></span></font><font size="3" color="#222222"><span style="font-size:12pt">, DeepMind</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="#222222"><span style="font-size:12pt"><b>Stefan Lee</b></span></font><font size="3" color="#222222"><span style="font-size:12pt">, Oregon State University</span></font></div>

</span></font></li></ul>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">SUBMISSION INSTRUCTIONS</span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">We solicit two categories of papers: </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>long</b></span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"> and </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>short</b></span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"> workshop

 papers that will be included in the workshop proceedings as archival publications. All submissions should be in PDF format and made through the </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>Softconf

 link</b></span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"> (</span></font><a href="https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.softconf.com%2Fcoling2020%2FLANTERN%2F&data=02%7C01%7Cs.pezzelle%40uva.nl%7C4458ddaf37274715dccb08d84a65fac2%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637341149171128814&sdata=ZnWlInDcmXvwxC47hFBPuIdXduYBKYKyI6%2F3KAde2BM%3D&reserved=0" target="_blank" rel="noopener noreferrer" style=""><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">https://www.softconf.com/coling2020/LANTERN/</span></font></a><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">)</span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">Submissions will go through a </span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>double-blind

 review</b></span></font><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"> process, where each submission is reviewed by at-least two program committee members. Accepted papers will be presented by the authors

 in a regular workshop session either as a talk or a poster.</span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">All submissions must be written in English and follow the COLING 2020 formatting requirements using either Word or LaTeX template files provided by COLING 2020

 (</span></font><a href="https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcoling2020.org%2F&data=02%7C01%7Cs.pezzelle%40uva.nl%7C4458ddaf37274715dccb08d84a65fac2%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637341149171138768&sdata=0nRP%2BiYgajJ27C73f1CE6BYxtNtQaLeWsVMhQ2cPlkI%3D&reserved=0" target="_blank" rel="noopener noreferrer" style=""><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">https://coling2020.org/</span></font></a><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">).</span></font></div>

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<div style="margin:0px"><span style="font-size:12pt; background-color:transparent; font-family:arial,serif,EmojiFont">Long paper submission: up to 9 pages of content, plus bibliography</span></div>

</li><li style="background-color:transparent; margin-left:28pt; white-space:pre-wrap">

<div style="margin:0px"><span style="font-size:12pt; background-color:transparent; font-family:arial,serif,EmojiFont">Short paper submission: up to 4 pages of content, plus bibliography</span></div>

</li></ul>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">SPONSORS</span></font></div>

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<li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="#222222"><span style="font-size:12pt"><b>SFB 1102</b></span></font><font size="3" color="#222222"><span style="font-size:12pt"> (</span></font><a href="https://eur04.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.sfb1102.uni-saarland.de%2F&data=02%7C01%7Cs.pezzelle%40uva.nl%7C4458ddaf37274715dccb08d84a65fac2%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637341149171138768&sdata=cxEwSH%2BoQ%2FkPlr6eXgS5zhtqcLJHDlREEKa1ZRC4I%2BU%3D&reserved=0" target="_blank" rel="noopener noreferrer" style=""><font size="3" color="#1155CC"><span style="font-size:12pt">http://www.sfb1102.uni-saarland.de/</span></font></a><font size="3" color="#222222"><span style="font-size:12pt">)</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="black"><span style="font-size:12pt"><b>Hugging Face</b></span></font><font size="3" color="black"><span style="font-size:12pt"> (</span></font><a href="https://eur04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fhuggingface.co%2F&data=02%7C01%7Cs.pezzelle%40uva.nl%7C4458ddaf37274715dccb08d84a65fac2%7Ca0f1cacd618c4403b94576fb3d6874e5%7C1%7C0%7C637341149171148723&sdata=bEngD9zx%2B0VGn3MWvyUOti582K01zYkLAGJOvy0kTKo%3D&reserved=0" target="_blank" rel="noopener noreferrer" style=""><font size="3" color="#1155CC"><span style="font-size:12pt">https://huggingface.co/</span></font></a><font size="3" color="black"><span style="font-size:12pt">)

 [</span></font><font size="3" color="black"><span style="font-size:12pt"><b>Best Papers</b></span></font><font size="3" color="black"><span style="font-size:12pt">]</span></font></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">CONTACTS</span></font></div>

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<font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt">The co-chairs of the workshop can be contacted by email at: </span></font><a href="mailto:lantern2019@googlegroups.com" target="_blank" rel="noopener noreferrer" style=""><font size="3" color="#1155CC" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt"><b>lantern2019@googlegroups.com</b></span></font></a></div>

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<font size="3" color="black" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">ORGANIZING COMMITTEE</span></font></div>

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<li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="black"><span style="font-size:12pt"><b>Aditya Mogadala,

</b></span></font><font size="3" color="black"><span style="font-size:12pt">Saarland University</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="black"><span style="font-size:12pt"><b>Sandro Pezzelle,

</b></span></font><font size="3" color="black"><span style="font-size:12pt">University of Amsterdam</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="black"><span style="font-size:12pt"><b>Dietrich Klakow,

</b></span></font><font size="3" color="black"><span style="font-size:12pt">Saarland University</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="black"><span style="font-size:12pt"><b>Marie-Francine Moens,

</b></span></font><font size="3" color="black"><span style="font-size:12pt">KU Leuven</span></font></div>

</span></font></li><li style="background-color:transparent; white-space:pre-wrap"><font size="3" color="#222222" style="font-family:arial,serif,EmojiFont"><span style="font-size:12pt; background-color:transparent">

<div align="justify" style="margin:0px"><font size="3" color="black"><span style="font-size:12pt"><b>Zeynep Akata</b></span></font><font size="3" color="black"><span style="font-size:12pt">, University of T�bingen</span></font></div>

</span></font></li></ul>

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<span style="font-family:verdana,sans-serif"><span style="color:rgb(117,123,128); font-size:x-small">---</span></span></div>

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<div style="color:rgb(34,34,34); font-family:Arial,Helvetica,sans-serif; font-size:13px">

<span style="color:rgb(117,123,128)"></span><span style="font-family:verdana,sans-serif"><span style="color:rgb(0,0,0); font-size:x-small"><span style="color:rgb(117,123,128)">Sandro Pezzelle</span><br>

<span style="color:rgb(117,123,128)"></span></span></span></div>

<span style="color:rgb(117,123,128)"></span>

<div style="color:rgb(34,34,34); font-family:Arial,Helvetica,sans-serif; font-size:13px">

<span style="color:rgb(117,123,128)"></span><span style="font-family:verdana,sans-serif"><span style="color:rgb(117,123,128); font-size:x-small">ILLC - Institute for Logic, Language & Computation</span></span></div>

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<div style="color:rgb(34,34,34); font-family:Arial,Helvetica,sans-serif; font-size:13px">

<span style="color:rgb(117,123,128)"></span><span style="font-family:verdana,sans-serif"><span style="color:rgb(117,123,128); font-size:x-small">University of Amsterdam</span></span></div>

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<span style="font-family:verdana,sans-serif"><span style="color:rgb(0,0,0); font-size:x-small"><a href="http://sandropezzelle.github.io/" target="_blank" id="LPNoLP" style="font-family:verdana,sans-serif; font-size:x-small; color:rgb(17,85,204)">sandropezzelle.github.io</a><br>

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