conftrace_

scaling law

120 papers

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large language model (13587) language model (4599) model scaling (135) transfer learning (5449) neural network optimization (1293) zero-shot learning (3650) transformer architecture (1560) mixture of expert (640) compute budget (9) multimodal learning (4645)

Papers

Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task EMNLP 2024
Do Large Language Models Know How Much They Know? EMNLP 2024
Scaling laws for learning with real and surrogate data NIPS 2024
A Label is Worth A Thousand Images in Dataset Distillation NIPS 2024
Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NIPS 2024
fMRI predictors based on language models of increasing complexity recover brain left lateralization NIPS 2024
Resolving Discrepancies in Compute-Optimal Scaling of Language Models NIPS 2024
Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition NIPS 2023
Scaling Laws for BERT in Low-Resource Settings ACL 2023
Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale. ACL 2023
Scaling Law for Document Neural Machine Translation EMNLP 2023
Cramming: Training a Language Model on a single GPU in one day. ICML 2023
An Inverse Scaling Law for CLIP Training NIPS 2023
Scaling laws for language encoding models in fMRI NIPS 2023
Long Sequence Hopfield Memory NIPS 2023
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design NIPS 2023
Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023
Scaling Law for Recommendation Models: Towards General-Purpose User Representations AAAI 2023
Scaling Laws for Reward Model Overoptimization ICML 2023
Uncovering Neural Scaling Laws in Molecular Representation Learning NIPS 2023
Scaling Laws for Multilingual Neural Machine Translation ICML 2023
Scaling Laws for Discriminative Speech Recognition Rescoring Models INTERSPEECH 2023
Emergent and Predictable Memorization in Large Language Models NIPS 2023
Statistical Knowledge Assessment for Large Language Models NIPS 2023
Are Emergent Abilities of Large Language Models a Mirage? NIPS 2023