Language models, which encode the probabilities of particular sequences of words, have been much in the news lately for their almost uncanny ability to ...
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Language-related machine learning applications have made great strides in recent years, thanks in part to masked language models such as BERT: during ...
A team of Alexa AI researchers in December won the best paper award at the NeurIPS 2021 workshop on Efficient Natural Language and Speech Processing ...
Amazon and MIT today named the four awardees from the inaugural call for research projects as part of the Science Hub.The Science Hub — which was launched ...
Between the main conference and the recently inaugurated ACL Proceedings, Amazon researchers have more than 65 papers at this year's meeting of the ...
Pretrained language models (PLMs) like BERT, RoBERTa, and DeBERTa, when fine-tuned on task-specific data, have demonstrated exceptional performance across a ...
Time series forecasting is essential for decision making across industries such as retail, energy, finance, and health care. However, developing accurate ...