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ENTITY Liu et al. (2023)

Liu et al. (2023)

PulseAugur coverage of Liu et al. (2023) — every cluster mentioning Liu et al. (2023) across labs, papers, and developer communities, ranked by signal.

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  1. COMMENTARY · CL_94479 ·

    AI roleplay characters lose consistency due to context window limits, not memory loss

    Large language models in roleplaying applications often lose character consistency and plot details after a limited number of conversational turns, not due to a lack of memory but because the conversation exceeds the mo…

  2. TOOL · CL_40650 ·

    LLMs struggle to retrieve info from middle of long context windows

    Researchers have identified a significant drop in retrieval accuracy for LLMs when crucial information is placed in the middle of long context windows. This phenomenon, termed "lost in the middle," shows models perform …