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Language Model Cascades

, , , , , , , , , , , and . (2022)cite arxiv:2207.10342Comment: Presented as spotlight at the Beyond Bases workshop at ICML 2022 (https://beyond-bayes.github.io).

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Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models, , , , , , , , , and 441 other author(s). (2022)cite arxiv:2206.04615Comment: 27 pages, 17 figures + references and appendices, repo: https://github.com/google/BIG-bench.Show Your Work: Scratchpads for Intermediate Computation with Language Models., , , , , , , , , and 2 other author(s). CoRR, (2021)Latent Programmer: Discrete Latent Codes for Program Synthesis., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 4308-4318. PMLR, (2021)PaLM: Scaling Language Modeling with Pathways., , , , , , , , , and 57 other author(s). J. Mach. Learn. Res., (2023)Towards Learning Universal Hyperparameter Optimizers with Transformers., , , , , , , , , and 2 other author(s). CoRR, (2022)Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers., , , , , , , , and . CoRR, (2020)Training Chain-of-Thought via Latent-Variable Inference., , , , , , , , , and . CoRR, (2023)Population-Based Black-Box Optimization for Biological Sequence Design., , , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 324-334. PMLR, (2020)PaLM: Scaling Language Modeling with Pathways., , , , , , , , , and 57 other author(s). CoRR, (2022)Program Synthesis with Large Language Models., , , , , , , , , and 1 other author(s). CoRR, (2021)