908 citations · 1.7k across the 21 of their papers we have counts for
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cs.CL2023★ 3 cited
Automatic Prompt Optimization with "Gradient Descent" and Beam Search
Reid Pryzant, Dan Iter, Jerry Li +3
Large Language Models (LLMs) have shown impressive performance as general purpose agents, but their abilities remain highly dependent on prompts which are hand written with onerous…
math.ST2023
Query lower bounds for log-concave sampling
Sinho Chewi, Jaume de Dios Pont, Jerry Li +2
Log-concave sampling has witnessed remarkable algorithmic advances in recent years, but the corresponding problem of proving lower bounds for this task has remained elusive, with l…