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<p><b style="font-weight:normal;"
id="docs-internal-guid-3207ec7e-7fff-c646-5a57-2e5d67f530b5">
<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;">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:1.38;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;">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:#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:1.38;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;">Website: </span><a
href="https://2025.nesyconf.org"
style="text-decoration:none;"><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:1.38;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;">Correspondence: </span><a
href="mailto:organisers@nesyconf.org"
style="text-decoration:none;"><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;">organisers@nesyconf.org</span></a></p>
<br>
<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;">===== Relevant Dates =====</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;">Full and short paper abstract deadline: February 28, 2025</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;">Full and short paper submission: March 7, 2025</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;">Author notification: April 18, 2025</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;">Camera-ready papers: May 19, 2025</span></p>
<br>
<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;">Late short paper and extended abstract submission: June 6, 2025</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;">Author notifications: July 3, 2025</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;">Camera-ready papers: July 18, 2025</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;">All deadlines are 11:59 PM, AoE.</span></p>
<br>
<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;">===== Subject Areas =====</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;">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:1.38;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;">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: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 Generative Models;</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;">Neurosymbolic Methods for Trustworthy and Interpretable 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;">Knowledge Graphs, Ontologies and Neurosymbolic AI</span></p></li>
</ul>
<br>
<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;">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:1.38;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;">===== Submission guidelines =====</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;">This year, papers must be submitted before the deadline on OpenReview: </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:#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://openreview.net/group?id=nesyconf.org/NeSy/2025/Conference</span></a></p>
<br>
<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;">Full paper submissions should not exceed 10 pages, excluding references and supplementary materials. Please use the Latex template available at </span><a
href="https://drive.google.com/drive/folders/1_SmJI3rx548k6KkTPP5QLZoJ8lois26D?usp=sharing"
style="text-decoration:none;"><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;">this link</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:1.38;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;">Short paper and late short paper submissions should be original pieces of work, or position papers. They should not have been published elsewhere and should not exceed 5 pages, excluding references and supplementary materials. Please use the same Latex template as full paper submissions. </span></p>
<br>
<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;">Full and short papers will be in the conference proceedings </span><span
style="font-size:12pt;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 NeSy 2025, which </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;">will be published with the Proceedings of Machine Learning Research (PMLR).</span></p>
<br>
<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;">Extended abstracts should provide an overview of relevant papers in neurosymbolic AI and should not exceed 2 pages. 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, </span><span
style="font-size:12pt;font-family:Arial,sans-serif;color:#242424;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;">JAIR, MLJ, IEEE TNNLS, NAI etc.).</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:1.38;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;">The conference will be held in-person, and authors of accepted papers are required to attend the conference physically to present their work. Please note that short paper and extended abstract notification is rather late to allow for late-breaking results — authors from outside the US need to make sure that they have enough time to obtain US visas. </span></p>
<br>
<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;">For any question about paper submissions, contact us at: </span><a
href="mailto:organisers@nesyconf.org"
style="text-decoration:none;"><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;">organisers@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>
<br>
<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;">Reviewing will be double-blind. After notification, reviews of accepted papers will be posted online on OpenReview along with the originally submitted version of the paper. Reviewers remain anonymous unless they opt in to them being named. </span></p>
<br>
<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;">Accepted paper authors will be invited to submit extended versions to a special issue of the </span><a
href="https://neurosymbolic-ai-journal.com/"
style="text-decoration:none;"><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;">Neurosymbolic Artificial Intelligence</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;"> journal.</span></p>
<br>
<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;">All questions about submissions should be addressed to </span><a
href="mailto:organisers@nesyconf.org"
style="text-decoration:none;"><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;">organisers@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>
<br>
<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;">===== Organizing Committee =====</span></p>
<p dir="ltr"
style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><a
href="mailto:organisers@nesyconf.org"
style="text-decoration:none;"><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;">organisers@nesyconf.org</span></a></p>
<br>
<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;">General/Local Chair: </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;">+ Leilani H. Gilpin (UC Santa Cruz, Barcelona)</span></p>
<br>
<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;">Program Chairs:</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;">+ Pascal Hitzler (Kansas 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;">+ Eleonora Giunchiglia (Imperial College London)</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;">+ Emile van Krieken (University of Edinburgh)</span></p>
<br>
</b><b style="font-weight:normal;"
id="docs-internal-guid-89b78521-7fff-2269-ed4a-1c15370d5148">
<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;">Neurosymbolic Generative Models Special Track Chairs:</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;">+ 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:1.38;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>
</b><b style="font-weight:normal;"
id="docs-internal-guid-3207ec7e-7fff-c646-5a57-2e5d67f530b5">
<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;">Neurosymbolic Methods for Trustworthy and Interpretable AI Special Track Chairs:</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;">+ Abhilekha Dalal (Kansas 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;">+ Mehwish Alam (Institut Polytechnique de Paris)</span></p>
<br>
<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;">Knowledge Graphs, Ontologies and Neurosymbolic AI Special Track Chairs:</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;">+ Cogan Shimizu (Wright State University)</span></p>
<br>
<br>
</b></p>
<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">http://www.pascal-hitzler.de</a>
<a class="moz-txt-link-freetext" href="http://www.daselab.org">http://www.daselab.org</a> <a class="moz-txt-link-freetext" href="http://www.semantic-web-journal.net">http://www.semantic-web-journal.net</a>
<a class="moz-txt-link-freetext" href="http://k-state.edu/ID3A">http://k-state.edu/ID3A</a> <a class="moz-txt-link-freetext" href="https://neurosymbolic-ai-journal.com">https://neurosymbolic-ai-journal.com</a></pre>
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