25 citations · 25 across the 6 of their papers we have counts for
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cs.LG2026
Meta-Reflective Evolution Effectively Improves Production AI Systems
Seung Won Wilson Yoo, Chang Zeng, Aditi Somayajula +7
Large Language Model (LLM)-guided evolutionary optimization has successfully improved prompts, programs, and even entire AI systems. Most optimization methods select a candidate fr…
cs.LG2012★ 25 cited
Efficient Decomposed Learning for Structured Prediction
Rajhans Samdani, Dan Roth
Structured prediction is the cornerstone of several machine learning applications. Unfortunately, in structured prediction settings with expressive inter-variable interactions, exa…