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<div><br clear="all"></div><span id="m_-5088774537544883462m_-5489401315964127437gmail-docs-internal-guid-0a6809c3-7fff-2170-265c-ff5bbcdf17c7" style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif;font-size:small;font-style:normal;font-variant-ligatures:normal;font-variant-caps:normal;font-weight:400;letter-spacing:normal;text-align:start;text-indent:0px;text-transform:none;word-spacing:0px;white-space:normal;background-color:rgb(255,255,255);text-decoration-style:initial;text-decoration-color:initial"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">Hi All,</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">Please find below the details of the CFP.</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><b>Call for Papers</b></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">---------------------------------------------------------------------------------</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><b>3rd</b> Workshop on KNOwledge GRaphs & Agentic Systems Interplay (<b>NORA</b>)</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">10 November 2026, Hengqin, China</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">Web: <a href="https://nora-workshop.github.io/AACL2026/" style="color:rgb(17,85,204)" target="_blank">https://nora-workshop.github.io/AACL2026/</a></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">LinkedIn: <a href="https://www.linkedin.com/company/nora-knowledge-graphs-agentic-systems-interplay" style="color:rgb(17,85,204)" target="_blank">https://www.linkedin.com/company/nora-knowledge-graphs-agentic-systems-interplay</a></span></p><br><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">---------------------------------------------------------------------------------</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">In conjunction with <b><span style="border-style:none;background:none"><span aria-invalid="spelling" style="border-style:none;background:none"><span aria-invalid="spelling" class="LI ng" style="border-style:none;background:none">AACL-IJCNLP</span></span></span> 2026, November 6-10</b></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal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0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Benchmarking Agent Memory Performance</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Collaborative & Shared Agent Memories</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Context Engineering enhanced by KGs</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Domain-Specific Memory Architectures</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- From Unstructured Experience to Structured and Graph-Based Memory</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- KGs serving agents' memories: Episodic (experiences, events, etc.), Semantic (facts, concepts, etc.), and Procedural (skills, tasks, etc.)</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Memory Grounding & Hallucination Mitigation</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Memory Indexing & Retrieval for Agents</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Multi-Lingual & Multi-modal integrations</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Personalization vs. Generalization in Memory</span></p><br><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">------------------------------------------------------------------------------------</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><b>Important Dates Anywhere on Earth (AoE)</b></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;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:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Regular Submissions Deadline: September 9th, 2026</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- ARR Commitment Deadline: September 14th, 2026</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Notification of Acceptance: October 1, 2026 </span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><span style="white-space:pre-wrap">       </span></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Camera-Ready Papers Due: October 12, 2026 </span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><span style="white-space:pre-wrap">     </span></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Workshop date: November 10th, 2026</span></p><br><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">------------------------------------------------------------------------------------</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">Submissions Guidelines, Policies, and Awards are available on the website.</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;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:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">---------------------------------------------------------------------------------</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><b>Organization</b></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;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:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Btissam Er-Rahmadi, Independent Researcher, UK</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Sebastien Montella, Huawei Technologies R&D UK Ltd, UK</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Damien Graux, EcoVadis, UK</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Andre Melo, Huawei Technologies R&D UK Ltd, UK</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">- Hajira Jabeen, University Hospital Cologne, Germany</span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap"><br></span></p><p style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">Best, </span></p><p style="line-height:1.38;margin-top:0pt;margin-bottom:0pt"><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-variant:normal;vertical-align:baseline;white-space:pre-wrap">Btissam Er-Rahmadi</span></p></span><div><div dir="ltr" class="gmail_signature"><div dir="ltr"><div><br></div><div><span></span></div></div></div></div>

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