Differences

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--- nlp:language_model [2026/03/07 22:21] – [Extracting Knowledge from Language Models] jmflanig
+++ nlp:language_model [2026/05/26 11:52] (current) – [Overviews] jmflanig
@@ Line 27: / Line 27: @@
       * [[https://arxiv.org/pdf/2404.09022|Weng 2024 - Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies]]
       * **[[https://arxiv.org/pdf/2501.17805|2025 - International AI Safety Report]]** (Has a good non-technical overview of AI, ML & LLMs)
+      * [[https://arxiv.org/pdf/2601.02907|Gan et al 2026 - Beyond the Black Box: A Survey on the Theory and Mechanism of Large Language Models]]
   * **Language models in the news, etc**
     * [[https://www.wired.com/story/ai-text-generator-gpt-3-learning-language-fitfully/|Wired - GPT-3]]
@@ Line 181: / Line 182: @@
   * Extracting Training Data
     * [[https://arxiv.org/pdf/2012.07805.pdf|Carlini et al 2020 - Extracting Training Data from Large Language Models]] [[https://github.com/ftramer/LM_Memorization|github]]
-    * [[|Ahmed et al 2026 - Extracting Books from Production Language Models]]
+    * [[https://arxiv.org/pdf/2601.02671|Ahmed et al 2026 - Extracting Books from Production Language Models]]
   * Membership Inference for Training Data
     * (Decide if some sample data is in the training data or not)