scaling law

Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale. ACL 2023 How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization ICLR 2023 Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition NeurIPS 2023 Likelihood-Based Diffusion Language Models NeurIPS 2023 Long Sequence Hopfield Memory NeurIPS 2023 Reproducible Scaling Laws for Contrastive Language-Image Learning CVPR 2023 Reward Learning as Doubly Nonparametric Bandits: Optimal Design and Scaling Laws AISTATS 2023 Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023 Scaling Law for Document Neural Machine Translation EMNLP 2023 Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023 Scaling Laws for a Multi-Agent Reinforcement Learning Model ICLR 2023 Scaling Laws for BERT in Low-Resource Settings ACL 2023 Scaling Laws For Deep Learning Based Image Reconstruction ICLR 2023 Scaling Laws for Discriminative Speech Recognition Rescoring Models Interspeech 2023 Scaling Laws for Generative Mixed-Modal Language Models ICML 2023 Scaling laws for language encoding models in fMRI NeurIPS 2023 Scaling Laws for Multilingual Neural Machine Translation ICML 2023 Scaling Laws for Reward Model Overoptimization ICML 2023 Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling? EMNLP 2023 Statistical Knowledge Assessment for Large Language Models NeurIPS 2023 TAN Without a Burn: Scaling Laws of DP-SGD ICML 2023 Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023 Uncovering Neural Scaling Laws in Molecular Representation Learning NeurIPS 2023 An empirical analysis of compute-optimal large language model training NeurIPS 2022 Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation EMNLP 2022