Customer-obsessed science
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July 22, 2024“Best-fit packing” adapts bin-packing to avoid unnecessary truncation of training documents, improving LLM performance across a wide range of tasks and reducing hallucination.
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July 19, 2024In his keynote address at CVPR, Swami Sivasubramanian considers the many ways that Amazon incorporates computer vision technology into its products and makes it directly available to Amazon Web Services’ customers.
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July 17, 2024Learning algorithms and reinforcement learning are areas of focus, while LLM-related research — on topics such as continual learning, hallucination mitigation, and privacy — remains well represented.
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July 21 - 27, 2024
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August 11 - 16, 2024
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August 25 - 29, 2024
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July 08, 2024
University students will compete for cash prizes in a competition to securely advance LLMs that code. To apply, submit your application before the deadline on September 1, 2024.
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CIKM 20242024Graphs are a fundamental data structure used to represent relation-ships in domains as diverse as the social sciences, bioinformatics, cybersecurity, the Internet, and more. One of the central observations in network science is that real-world graphs are globally sparse, yet contains numerous “pockets" of high edge density. A fundamental task in graph mining is to discover these dense sub-graphs. Most common
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SIGIR Forum2024Consumers on a shopping mission often leverage both product search and information seeking systems, such as web search engines and Question Answering (QA) systems, in an iterative process to improve their understanding of available products and reach a purchase decision. While product search is useful for shoppers to find the actual products meeting their requirements in the catalog, information seeking
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Instruction fine-tuning (IFT) elicits instruction following capabilities and steers the behavior of large language models (LLMs) via supervised learning. However, existing models trained on open-source IFT datasets only have the ability to follow instructions from users, and often fail to follow complex role and rules specified by developers, a.k.a. system prompts. The ability to follow these roles and
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ACM Digital Government Research and Practice (DGOV)2024Labor market information is an important input to labor, workforce, education, and macroeconomic policy. However, granular and real-time data on labor market trends are lacking; publicly available data from survey samples are released with significant lags and miss critical information such as skills and benefits. We use generative Artificial Intelligence to automatically extract structured labor market
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Nature2024A key challenge in realizing practical quantum networks for long-distance quantum communication involves robust entanglement between quantum memory nodes connected by fibre optical infrastructure1–3 . Here we demonstrate a two-node quantum network composed of multi-qubit registers based on silicon-vacancy (SiV) centres in nanophotonic diamond cavities integrated with a telecommunication fibre network. Remote
July 24, 2024
Program empowers uniquely merited scholars from backgrounds historically underrepresented in STEM to become industry leaders through scholarship, research, and career opportunities.
Resources
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We look for talent from around the world for applied scientists, data scientists, economists, research scientists, scholars, academics, PhDs, and interns.
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We collaborate with leading academic organizations to drive innovation and to ensure that research is creating solutions whose benefits are shared broadly.
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Learn more about the awards and recognitions that Amazon researches from around the world have been honored with during their tenure.