3 citations · 5 across the 8 of their papers we have counts for
Showing 2024Show all
3 papers · 1 filter
cs.AI2024★ 3 cited
JudgeBench: A Benchmark for Evaluating LLM-based Judges
Sijun Tan, Siyuan Zhuang, Kyle Montgomery +5
LLM-based judges have emerged as a scalable alternative to human evaluation and are increasingly used to assess, compare, and improve models. However, the reliability of LLM-based…
cs.GT2024★ 1 cited
Proof of Sampling: A Nash Equilibrium-Based Verification Protocol for Decentralized Systems
Yue Zhang, Shouqiao Wang, Sijun Tan +3
This paper introduces the Proof of Sampling (PoSP) protocol, a Nash Equilibrium-based verification mechanism, and its application to decentralized machine learning inference throug…
cs.CL2024★ 1 cited
LLoCO: Learning Long Contexts Offline
Sijun Tan, Xiuyu Li, Shishir Patil +5
Processing long contexts remains a challenge for large language models (LLMs) due to the quadratic computational and memory overhead of the self-attention mechanism and the substan…