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ENTITY When the Text Is Silent: Memory Shortcuts and the Validity of LLM Annotation under Evidence Insufficiency

When the Text Is Silent: Memory Shortcuts and the Validity of LLM Annotation under Evidence Insufficiency

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  1. TOOL · CL_340246 ·

    LLM "memory shortcuts" can invalidate annotations when text evidence is missing

    A new research paper explores the phenomenon of "memory shortcuts" in large language models (LLMs) when annotating text. The study found that while LLMs generally do not substitute their existing knowledge for textual e…