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<p class="MsoNormal">***apologies if you receive this more than once***<o:p></o:p></p>
<p class="MsoNormal"><span class="normaltextrun"><span style="color:black;background:white"><o:p> </o:p></span></span></p>
<p class="MsoNormal"><span class="normaltextrun"><span style="color:black;background:white">The Alan Turing Institute is seeking to commission a literature review to inform future research directions in the area of <b>low-shot learning for structured data</b>.
The review should be up to 5000 words in length and should summarise relevant academic literature, identify knowledge gaps and highlight opportunities for future work. It should be written for an interested non-specialist audience and focus on the current
state of the art for combining or augmenting low-shot learning with structured knowledge such as ontologies. It is important to understand the amount of data required to train these models and how well they perform on different distributions form their training
data.</span></span><span class="eop"><span style="color:black;background:white"> </span><o:p></o:p></span></p>
<p class="MsoNormal"><span class="eop"><span style="color:black;background:white"><o:p> </o:p></span></span></p>
<p class="MsoNormal"><span class="eop"><span style="color:black;background:white">Please can you see further details in
<b>the attachment.</b> </span></span><o:p></o:p></p>
<p class="paragraph" style="margin:0cm;margin-bottom:.0001pt;vertical-align:baseline">
<span class="normaltextrun"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif"><o:p> </o:p></span></span></p>
<p class="paragraph" style="margin:0cm;margin-bottom:.0001pt;vertical-align:baseline">
<span class="normaltextrun"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">To apply, please email </span></span><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">the completed form (attached) to
<b>Alena Frankel (<a href="mailto:london-arc@turing.ac.uk">london-arc@turing.ac.uk</a>)</b></span><o:p></o:p></p>
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<span class="normaltextrun"><o:p> </o:p></span></p>
<p class="paragraph" style="margin:0cm;margin-bottom:.0001pt;vertical-align:baseline">
<span class="normaltextrun"><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">The deadline for applications is </span></span><b><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">8th April 2020 (4PM BST).</span></b><span style="font-size:11.0pt;font-family:"Calibri",sans-serif">
Selection will be based on technical suitability. Payment will be negotiated based on experience and suitability. Reviews would be expected to commence as soon as practically possible and be complete by 31<sup>st</sup> December 2020. <span class="eop"> A</span><span class="normaltextrun">ny
further questions can be addressed to </span>Alena at the above email address. <span class="eop"> </span></span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><b><span style="mso-fareast-language:EN-GB"><a href="https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.turing.ac.uk%2Fresearch%2Fresearch-programmes%2Fdefence-and-security%2Fprogramme-articles%2Falan-turing-institute-launches-new-defence-and-national-security-applied-research-centre&data=01%7C01%7C%7Ca3ba3b41fc944748933c08d7cfe7b776%7C4a5378f929f44d3ebe89669d03ada9d8%7C0&sdata=i8i%2BzYjfApcjIHUTXzSc142R0O6IwHE3HttjFPIWeUk%3D&reserved=0" originalsrc="https://www.turing.ac.uk/research/research-programmes/defence-and-security/programme-articles/alan-turing-institute-launches-new-defence-and-national-security-applied-research-centre" shash="DfazRrdJIRkOV8Wm73POlpiG35nJTnl6eB13IEAu4cgedm83FLJgzgD08fEr5fLTatMqsSkEsLv+dBcgYTLTknIyVlJGrXAxpQhx1IiIdFI/Z8gl00eG2yfPdwQY6fNICxPagFlPXMqenprcMNUHx2SwxtVzUn5hNkfuX+1eG7o=">https://www.turing.ac.uk/research/research-programmes/defence-and-security/programme-articles/alan-turing-institute-launches-new-defence-and-national-security-applied-research-centre</a><o:p></o:p></span></b></p>
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<p class="MsoNormal"><span style="font-size:12.0pt;mso-fareast-language:EN-GB">__________________________________<o:p></o:p></span></p>
<p class="MsoNormal"><b><span style="mso-fareast-language:EN-GB">Susan Davies<o:p></o:p></span></b></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">Coordination Manager,
<a href="https://www.southampton.ac.uk/wsi/index.page?">Web Science Institute</a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">University Liaison Manager,
<a href="https://www.southampton.ac.uk/wsi/alan-turing-institute/alan-turing-institute.page">
The Alan Turing Institute</a><o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">Room 3041, Building 32<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">Web Science Institute<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">University of Southampton<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">Southampton SO17 1BJ<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">023 8059 3523 | 07768 266464<o:p></o:p></span></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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