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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 65-plus papers at this year’s ACL
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Between the main conference and the recently inaugurated ACL Proceedings, Amazon researchers have more than 65 papers at this year's meeting of the ...

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Pronunciation detection for Alexa’s new English-learning experience
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In January 2023, Alexa launched a language-learning experience in Spain that helps Spanish speakers learn beginner-level English. The experience was ...

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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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Bringing code analysis tools to Jupyter notebooks
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The computational notebook is an interactive, web-based programming interface based on the concept of a lab notebook. Users can describe the computations ...

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Geopipe uses AI to create a digital twin of Earth
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Planet Earth is getting a digital twin.A pair of friends who met during high school in an online forum are now using their PhDs in computer science to ...

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Predicting congestion in fleets of robots
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Many Amazon fulfillment centers use mobile robots to move shelves, retrieve products, and deliver them to workers for sorting, reducing the need for ...

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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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