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<p><b style="font-weight:normal;"
id="docs-internal-guid-3207ec7e-7fff-c646-5a57-2e5d67f530b5"> </b></p>
<b style="font-weight:normal;"
id="docs-internal-guid-cfca3c1f-7fff-3891-eae7-e9a638c8704a">
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">We invite you to submit papers to the </span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025)</span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">, held in </span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Santa Cruz (CA, USA)</span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> from </span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">September 8-10, 2025</span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">.</span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">NeSy is the premier annual conference of the research community working on neurosymbolic AI, integrating symbolic and neural approaches to learning, reasoning, and problem-solving in AI. Accepted papers of NeSy 2025 will be published in a volume of</span><a
href="https://proceedings.mlr.press/"
style="text-decoration:none;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Proceedings of Machine Learning Research (PMLR)</span></a><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">.</span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Website:</span><a
href="https://2025.nesyconf.org/"
style="text-decoration:none;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">https://2025.nesyconf.org</span></a><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Correspondence: </span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"><a class="moz-txt-link-abbreviated" href="mailto:organisers@nesyconf.org">organisers@nesyconf.org</a></span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">===== Relevant Dates =====</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Late paper (full and short) abstract deadline: May 30, 2025</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Late paper (full and short) and extended abstract submission: June 6, 2025</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Author notifications: July 3, 2025</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Camera-ready papers: July 18, 2025</span></p>
<br>
<p dir="ltr"
style="line-height:1.9871999999999999;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">All deadlines are 11:59 PM, AoE. </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Please use</span><a
href="https://openreview.net/group?id=nesyconf.org/NeSy/2025/Conference"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">OpenReview</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> for submissions.</span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">===== Subject Areas =====</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">The NeSy conference invites theoretical, experimental and applied submissions on the integration of neural networks and symbolic AI.</span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">This year, we have three Special Tracks:</span></p>
<ul
style="margin-top:0;margin-bottom:0;padding-inline-start:48px;">
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:12pt;margin-bottom:0pt;"
role="presentation"><a
href="https://2025.nesyconf.org/nesy-generative-models"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Neurosymbolic Generative Models</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><a
href="https://2025.nesyconf.org/kgs-ontologies"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Knowledge Graphs, Ontologies and Neurosymbolic AI</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:12pt;"
role="presentation"><a
href="https://2025.nesyconf.org/thrusworthy-interpretable"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Neurosymbolic Methods for Trustworthy and Interpretable AI</span></a></p></li>
</ul>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">In addition, we invite papers on all topics related to Neurosymbolic AI, including but not limited to</span></p>
<ul
style="margin-top:0;margin-bottom:0;padding-inline-start:48px;">
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Informed Machine Learning;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Addressing knowledge representation and reasoning tasks using neural networks;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Code generation and knowledge engineering with neural networks, including with LLMs;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Studying and improving LLM reasoning with Neurosymbolic methods;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Neurosymbolic cognitive modelling;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Languages for Neurosymbolic AI, including differentiable and probabilistic programming languages;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Embedding methods for structured information;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Circuits and knowledge compilation for Neurosymbolic AI;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Specification and verification of machine/deep learning systems;</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Neurosymbolic methods for reinforcement learning, causality, structure learning, transfer, meta, multitask and continual learning, relational learning, graph neural networks;</span></p></li>
</ul>
<ul
style="margin-top:0;margin-bottom:0;padding-inline-start:48px;">
<li dir="ltr"
style="list-style-type:disc;font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Applications of Neurosymbolic AI, including in education, law, simulation, finance, healthcare, robotics, software engineering, systems engineering, bioinformatics, and visual intelligence;</span></p></li>
</ul>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">===== Submission guidelines =====</span></p>
<ul
style="margin-top:0;margin-bottom:0;padding-inline-start:48px;">
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:12pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">All submissions should be made before the deadline on</span><a
href="https://openreview.net/group?id=nesyconf.org/NeSy/2025/Conference"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">our OpenReview page</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">.</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Please use the </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Latex template</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> available at</span><a
href="https://drive.google.com/drive/folders/1_SmJI3rx548k6KkTPP5QLZoJ8lois26D?usp=sharing"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">this link</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">.</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Both full and short paper submissions should be original pieces of work or position papers. They should not have been published elsewhere. We have a strict policy on double submissions.</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Full and short papers will be in the conference proceedings of NeSy 2025, which will be published with the</span><a
href="https://proceedings.mlr.press/"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Proceedings of Machine Learning Research (PMLR)</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">.</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Full paper</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> submissions should not exceed </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">10 pages</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">, excluding references and supplementary materials.</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"
role="presentation"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Short paper and late short paper</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> submissions should not exceed </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">5 pages</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">, excluding references and supplementary materials.</span></p></li>
<li dir="ltr"
style="list-style-type:disc;font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;"
aria-level="1"><p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:12pt;"
role="presentation"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Extended abstracts</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> should provide an overview of relevant papers in neurosymbolic AI and should not exceed </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">2 pages</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">. The original papers should be recently published pieces of work at top conferences (e.g, NeurIPS, ICML, ICLR, AAAI, IJCAI etc.) and journals such as (e.g., AIJ, JAIR, MLJ, IEEE TNNLS, NAI etc.).</span></p></li>
</ul>
<p dir="ltr"
style="line-height:1.38;margin-top:12pt;margin-bottom:12pt;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">The conference will be held </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">in-person</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">, and authors of accepted papers are required to attend the conference physically to present their work. Please note that the late paper and extended abstract notification is rather close to the conference to allow for late-breaking results — authors from outside the US need to make sure that they have enough time to obtain </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">US visas</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">.</span></p>
<p dir="ltr"
style="line-height:1.38;margin-top:12pt;margin-bottom:12pt;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Reviewing</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> will be double-blind. After notification, reviews of accepted papers will be posted online on</span><a
href="https://openreview.net/group?id=nesyconf.org/NeSy/2025/Conference"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">OpenReview</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> along with the originally submitted version of the paper. Reviewers remain anonymous unless they opt in to them being named.</span></p>
<p dir="ltr"
style="line-height:1.38;margin-top:12pt;margin-bottom:12pt;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Accepted paper authors will be invited to submit </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">extended versions</span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> of papers to a special issue of the</span><a
href="https://neurosymbolic-ai-journal.com/content/about-neurosymbolic-artificial-intelligence"
style="text-decoration:none;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"> </span><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Neurosymbolic Artificial Intelligence journal</span></a><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">.</span></p>
<p dir="ltr"
style="line-height:1.38;margin-top:12pt;margin-bottom:12pt;"><span
style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">All questions about submissions should be addressed to <a class="moz-txt-link-abbreviated" href="mailto:organisers@nesyconf.org">organisers@nesyconf.org</a>.</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">===== Organizing Committee =====</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#1155cc;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;-webkit-text-decoration-skip:none;text-decoration-skip-ink:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;"><a class="moz-txt-link-abbreviated" href="mailto:organisers@nesyconf.org">organisers@nesyconf.org</a></span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">General/Local Chair: </span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Leilani H. Gilpin (UC Santa Cruz, Barcelona)</span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Program Chairs:</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Pascal Hitzler (Kansas State University)</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Eleonora Giunchiglia (Imperial College London)</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Emile van Krieken (University of Edinburgh)</span></p>
<br>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Neurosymbolic Generative Models Special Track Chairs:</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Thiviyan Thanapalasingam (</span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:#ffffff;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Sony AI)</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:#ffffff;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Kareem Ahmed (University of California, Irvine)</span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Neurosymbolic Methods for Trustworthy and Interpretable AI Special Track Chairs:</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Abhilekha Dalal (Kansas State University)</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Vaishak Belle (University of Edinburgh)</span></p>
<br>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Knowledge Graphs, Ontologies and Neurosymbolic AI Special Track Chairs:</span></p>
<p dir="ltr"
style="line-height:1.656;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Cogan Shimizu (Wright State University)</span></p>
<p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#212121;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">+ Claudia d'Amato (University of Bari)</span></p>
<br>
<br>
<br>
</b>
<pre class="moz-signature" cols="72">--
Pascal Hitzler
Lloyd T. Smith Creativity in Engineering Chair
Director, Center for AI and Data Science CAIDS
Director, Inst. for Digital Agriculture and Adv. Analyt. ID3A
Kansas State University <a class="moz-txt-link-freetext"
href="http://www.pascal-hitzler.de" moz-do-not-send="true">http://www.pascal-hitzler.de</a>
<a class="moz-txt-link-freetext" href="http://www.daselab.org"
moz-do-not-send="true">http://www.daselab.org</a> <a
class="moz-txt-link-freetext"
href="http://www.semantic-web-journal.net" moz-do-not-send="true">http://www.semantic-web-journal.net</a>
<a class="moz-txt-link-freetext" href="http://k-state.edu/ID3A"
moz-do-not-send="true">http://k-state.edu/ID3A</a> <a
class="moz-txt-link-freetext"
href="https://neurosymbolic-ai-journal.com" moz-do-not-send="true">https://neurosymbolic-ai-journal.com</a></pre>
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