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  <!-- Category I: LLM Foundations -->
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    <loc>https://papermap.vercel.app/paper/Attention_Is_All_You_Need.html</loc>
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    <lastmod>2026-09-30</lastmod>
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    <lastmod>2026-09-30</lastmod>
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    <lastmod>2026-09-30</lastmod>
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  <url>
    <loc>https://papermap.vercel.app/paper/Scaling_Laws.html</loc>
    <lastmod>2026-09-30</lastmod>
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    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/Chinchilla.html</loc>
    <lastmod>2026-09-30</lastmod>
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    <priority>0.9</priority>
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  <!-- Category II: Retrieval, Reasoning & Adaptation -->
  <url>
    <loc>https://papermap.vercel.app/paper/RAG_Retrieval_Augmented_Generation.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/LoRA_Low_Rank_Adaptation.html</loc>
    <lastmod>2026-09-30</lastmod>
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  <url>
    <loc>https://papermap.vercel.app/paper/Chain_Of_Thought_Prompting.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
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  <url>
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    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/ReAct.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <!-- Category III: Hallucination & Factuality -->
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    <loc>https://papermap.vercel.app/paper/TruthfulQA_Measuring_How_Models_Mimic_Human_Falsehoods.html</loc>
    <lastmod>2026-09-30</lastmod>
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  <url>
    <loc>https://papermap.vercel.app/paper/SelfCheckGPT_Zero_Resource_Black_Box_Hallucination_Detection.html</loc>
    <lastmod>2026-09-30</lastmod>
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  <url>
    <loc>https://papermap.vercel.app/paper/HaluEval_A_Large_Scale_Hallucination_Evaluation_Benchmark.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/A_Survey_on_Hallucination_in_Large_Language_Models.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/FActScore_Fine_Grained_Atomic_Evaluation_of_Factual_Precision.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/RAGTruth_A_Hallucination_Corpus_for_Trustworthy_Retrieval_Augmented_Language_Models.html</loc>
    <lastmod>2026-09-30</lastmod>
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  <!-- Category IV: Evaluation & Benchmarks -->
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    <loc>https://papermap.vercel.app/paper/HELM_Holistic_Evaluation_of_Language_Models.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/LLM_as_a_Judge.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
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  <url>
    <loc>https://papermap.vercel.app/paper/JudgeBench_A_Benchmark_for_Evaluating_LLM_based_Judges.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
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  <url>
    <loc>https://papermap.vercel.app/paper/AgentBench_Evaluating_LLMs_as_Agents.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <!-- Category V: Agent Safety & Security -->
  <url>
    <loc>https://papermap.vercel.app/paper/AgentDojo_A_Dynamic_Environment_to_Evaluate_Prompt_Injection_Attacks_and_Defenses.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/InjecAgent_Benchmarking_Indirect_Prompt_Injections.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/Agent_SafetyBench_Evaluating_the_Safety_of_LLM_Agents.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/Agent_Security_Bench_Formalizing_and_Benchmarking_Attacks_and_Defenses.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <!-- Category VI: Agent Memory -->
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    <loc>https://papermap.vercel.app/paper/Generative_Agents_Interactive_Simulacra_of_Human_Behavior.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/MemGPT_Towards_LLMs_as_Operating_Systems.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/A_Survey_on_the_Memory_Mechanism_of_LLM_Based_Agents.html</loc>
    <lastmod>2026-09-30</lastmod>
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  <url>
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    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
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    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/LoCoMo_Plus_Evaluating_Long_Term_Memory_Beyond_Factual_Recall.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <!-- Category VII: Multi-Agent Systems -->
  <url>
    <loc>https://papermap.vercel.app/paper/CAMEL_Communicative_Agents_for_Mind_Exploration.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/MetaGPT_Meta_Programming_for_Multi_Agent_Collaboration.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/Magentic_One_A_Generalist_Multi_Agent_System.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/Multi_Agent_Collaboration_Mechanisms_A_Survey_of_LLMs.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
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    <loc>https://papermap.vercel.app/paper/MultiAgentBench_Evaluating_Collaboration_and_Competition_of_LLM_Agents.html</loc>
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  <!-- Supplementary / Beyond the Core -->
  <url>
    <loc>https://papermap.vercel.app/paper/ColBERTv2.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/Training_Language_Models_to_Follow_Instructions_with_Human_Feedback.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/DPO.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/Induction_Heads.html</loc>
    <lastmod>2026-09-30</lastmod>
    <changefreq>monthly</changefreq>
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  <url>
    <loc>https://papermap.vercel.app/paper/Toolformer.html</loc>
    <lastmod>2026-09-30</lastmod>
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    <priority>0.8</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/LLaMA.html</loc>
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    <priority>0.8</priority>
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  <url>
    <loc>https://papermap.vercel.app/paper/DeepSeek_R1.html</loc>
    <lastmod>2026-09-30</lastmod>
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