Large language models (LLMs)
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EACL: Language processing at the dawn of the LLM era
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The general chair of this year’s meeting of the European Chapter of the Association for Computational Linguistics (EACL) is Alessandro Moschitti, a ...

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Differential privacy for deep learning at GPT scale
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Deep-learning models are data driven, and that data may contain sensitive information that requires privacy protection. Differential privacy (DP) is a ...

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ACL: Computational linguistics in the age of large language models
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As they are everywhere, large language models are a major topic of conversation at this year’s meeting of the Association for Computational Linguistics ...

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Do large language models really need all those layers?
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Large language models (LLMs) have been around for a while but have really captured the attention of the public this year, with the advent of ChatGPT. LLMs ...

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Automated evaluation of RAG pipelines with exam generation
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In the swiftly evolving domain of large language models (LLMs), the accurate evaluation of retrieval-augmented-generation (RAG) models is paramount. In this ...

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A quick guide to Amazon’s papers at CVPR 2024
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In the past few years, foundation models and generative-AI models — and particularly, large language models (LLMs) — have become a major topic of AI ...

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Teaching language models to reason consistently
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Teaching large language models (LLMs) to reason is an active topic of research in natural-language processing, and a popular approach to that problem is the ...

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“Helping people stay reliably informed, so they can make good choices: that’s my motivation”
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Once upon a time, we could confidently pull on the threads of information around us and weave them into useful knowledge, because the higher-quality threads ...

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Amazon Bedrock offers access to multiple generative AI models
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The drive to harness the transformative power of high-end machine learning models has meant some businesses are facing new challenges. Teams want assistance ...

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Alexa Prize TaskBot Challenge 2 winner announced
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Amazon today announced that a team from NOVA School of Science and Technology (FCT NOVA) in Portugal has earned first place in the Alexa Prize TaskBot ...

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