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cs.LG2024★ 6 cited
Long Context RAG Performance of Large Language Models
Quinn Leng, Jacob Portes, Sam Havens +2
Retrieval Augmented Generation (RAG) has emerged as a crucial technique for enhancing the accuracy of Large Language Models (LLMs) by incorporating external information. With the a…
cs.LG2024
Learning to Compile Programs to Neural Networks
Logan Weber, Jesse Michel, Alex Renda +1
A is a neural network that mimics the behavior of a program. Researchers have used these neural surrogates to automatically tune program in…