5/ LLMs Meet New Knowledge – presents a benchmark to assess LLMs' abilities in knowledge understanding, differentiation, & association; benchmark results show (unsurprisingly) that an LLM’s performance when introduced to new knowledge is not satisfactory.
LLMs Struggle With New Knowledge Understanding and Association
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