In recent years, the fields of natural-language processing and computational linguistics, which were revolutionized a decade ago by deep learning, were ...
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Today’s large machine learning models — such as generative language models or vision-language models — are so big that the process of training them is ...
Although there are hundreds of millions of products stored in Amazon fulfillment centers, it’s very rare for customers to report shipped products as ...
The UT Austin-Amazon Science Hub has announced the inaugural winners of two gift project awards and a doctoral graduate fellowship. The awards recognize ...
Natural-language understanding (NLU) has long been a central focus of the papers that Amazon researchers publish at the Conference on Empirical Methods in ...
Amazon and MIT have named the recipients of the 2023 gift project and fellowship awards granted as part of the Science Hub.The Science Hub — administered at ...
For all their remarkable abilities, large language models (LLMs) have an Achilles heel, which is their tendency to hallucinate, or make assertions that ...
Vision-language models, which map images and text to a common representational space, have demonstrated remarkable performance on a wide range of multimodal ...
Amazon and IIT Bombay (IIT-B) today announced the inaugural award recipients of the Amazon IIT–Bombay AI-ML Initiative. The awards recognize researchers ...
For centuries, theories of meaning have been of interest almost exclusively to philosophers, debated in seminar rooms and at conferences for small specialty ...