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@International Conference on Learning Representations

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15:17
2026-05-26
amazon.science
large-language-models

Diverse reasoning traces teach LLMs to make better decisions

Researchers at Amazon have developed a method to train large language models to generate multiple, diverse reasoning paths for the same problem, improving their decision-making accuracy. The team intr…

13:00
2026-05-15
amazon.science
large-language-models

Making LLMs faster without sacrificing accuracy

Amazon researchers have developed a new scaling law that connects large language model architecture directly to inference efficiency, enabling faster text generation without sacrificing accuracy. The …

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