Code generation
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A quick guide to Amazon’s papers at NeurIPS 2024
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The 2024 Conference on Neural Information Processing Systems (NeurIPS) — the premier conference in the field of AI — begins today, and the Amazon papers ...

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Model produces pseudocode for security controls in seconds
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One of the ways that Amazon Web Services (AWS) helps customers maintain the security of their cloud environments is with AWS Security Hub, which aggregates, ...

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A quick guide to Amazon’s 50-plus papers at EMNLP 2024
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Large language models (LLMs) have come to dominate the field of natural-language processing, so it’s no surprise that they also dominate the research that ...

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Enhancing repository-level code completion with selective retrieval
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Large language models for code are models pretrained on source code rather than natural-language texts. They’re remarkably good at completing the code for ...

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How the Lean language brings math to coding and coding to math
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This post is an adaptation of a keynote address that Leo de Moura delivered at the International Conference on Computer Aided Verification (CAV), in July ...

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Improving LLM pretraining with better data organization
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The documents used to train a large language model (LLM) are typically concatenated to form a single “superdocument”, which is then divided into sequences ...

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AWS CodeWhisperer creates computer code from natural language
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Update, 4/14/23: Yesterday, Amazon Web Services announced the general availability of CodeWhisperer, with a free tier for individual use.Generative AI ...

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Amazon-sponsored workshop advances deep learning for code
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At this year’s International Conference on Learning Representations (ICLR), Amazon CodeWhisperer — the automatic-code-generation service from Amazon Web ...

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