Large language models (LLMs)
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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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The technology behind Amazon’s GenAI-powered shopping assistant, Rufus
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"What do I need for cold-weather golf?”“What are the differences between trail shoes and running shoes?”“What are the best dinosaur toys for a ...

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The life of a prescription at Amazon Pharmacy
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Pharmacies play a vital role in ensuring patients’ health, but the process of dispensing medications is far more complex than it may appear. At Amazon ...

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How task decomposition and smaller LLMs can make AI more affordable
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The expanding use of generative-AI applications has increased the demand for accurate, cost-effective large language models (LLMs). LLMs’ costs vary ...

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Accounting for cognitive bias in human evaluation of large language models
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Large language models (LLMs) can generate extremely fluent natural-language texts, and fluency can trick the human mind into neglecting the quality of the ...

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A quick guide to Amazon’s papers at ACL 2024
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Like the field of conversational AI in general, Amazon’s papers at this year’s meeting of the Association for Computational Linguistics (ACL) are dominated ...

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Enabling LLMs to make the right API calls in the right order
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Until the recent, astonishing success of large language models (LLMs), research on dialogue-based AI systems pursued two main paths: chatbots, or agents ...

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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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A quick guide to Amazon’s papers at ICML 2024
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Amazon’s papers at the International Conference on Machine Learning (ICML) lean — like the conference as a whole — toward the theoretical. Although some ...

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Introducing the Amazon Trusted AI Challenge
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Today, Amazon is announcing the Amazon Trusted AI Challenge, a global university competition to drive secure innovation in generative AI technology. This ...

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