Lightweight LLM for converting text to structured data
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1w ago
Novel training procedure and decoding mechanism enable model to outperform much larger foundation model prompted to perform the same task ..read more
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QKD and authentication: Separating facts from myths
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1M ago
Key exchange protocols and authentication mechanisms solve distinct problems and must be integrated in a secure communication system ..read more
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The 10 most viewed publications of 2024
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1M ago
From cloud databases and anomaly detection on graphs to recession prediction and Amazon's new Nova foundation models, these are the most viewed publications authored by Amazon scientists and collaborators in 2024 ..read more
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The 10 most viewed blog posts of 2024
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1M ago
Large language models remained a hot topic, but posts about cryptography and automated reasoning also drew readers ..read more
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Amazon Research Awards recipients announced
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2M ago
Awardees, who represent 10 universities, have access to Amazon public datasets, along with AWS AI/ML services and tools ..read more
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New AWS tool recommends removal of unused permissions
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2M ago
IAM Access Analyzer feature uses automated reasoning to recommend policies that remove unused accesses, helping customers achieve “least privilege ..read more
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Understanding the training dynamics of transformers
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2M ago
Theoretical analysis provides insight into the optimization process during model training and reveals that for some optimizations, the Gaussian attention kernel may work better than softmax ..read more
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Economics Nobelist on causal inference
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2M ago
In a keynote address at the latest Amazon Machine Learning Conference, Amazon academic research consultant, Stanford professor, and recent Nobel laureate Guido Imbens offered insights on the estimation of causal effects in “panel data” settings ..read more
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Unlocking insights from qualitative text with LLM-enhanced topic modeling
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2M ago
LLM-augmented clustering enables QualIT to outperform other topic-modeling methods in both topic coherence and topic diversity ..read more
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A quick guide to Amazon's papers at NeurIPS 2024
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2M ago
While large language models and other foundation models are well represented, traditional Amazon interests such as bandit problems and new topics such as AI for automated reasoning also get their due ..read more
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