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Featured papers #
[Browse all →](https://flashpapers.ai/explore)
[Featuredcs.CL · 2021Code· 14k★](https://flashpapers.ai/p/axwndcargc)
LoRA: Low-Rank Adaptation of Large Language Models
WikiSQL: 74.0% Edward J. Hu, Yelong Shen +6
An important paradigm of natural language processing consists of large-scale pre-training on general domain data and adaptation to particular tasks or domains. As we pre-train…
Featuredcs.LG · 2020Code· 5.2k★
Denoising Diffusion Probabilistic Models (DDPM)
CIFAR10: 9.46 Jonathan Ho, Ajay Jain, Pieter Abbeel
We present high quality image synthesis results using diffusion probabilistic models, a class of latent variable models inspired by considerations from nonequilibrium…
Spurious Rewards: Rethinking Training Signals in RLVR
MATH-500: 70.8% Rulin Shao, Shuyue Stella Li +12
We show that reinforcement learning with verifiable rewards (RLVR) can elicit strong mathematical reasoning in certain language models even with spurious rewards that have…
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