Tencent's ElephantBench Probes Epistemic Myopia of LLMs on Long-Tail Knowledge
tencent · hf · 2026-08-31
Tencent released ElephantBench to evaluate if LLMs retain multiple conflicting accounts of long-tail facts. Using a graph-based pipeline for verifiable multi-account questions, it reveals widespread epistemic incompleteness.
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