Lingxiao Qu

Research reveals sampling bias in LLM embedding evaluation

A new research paper explores the implications of balanced k-shot sampling in few-shot evaluation protocols for LLM embeddings. The study reveals that this sampling method induces an exact degeneracy in Kernelized Linea…