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Vor 4 Tagen · Andrew Y. Ng. Abstract. Large language models are well-known to be effective at few-shot in-context learning (ICL). Recent advancements in multimodal foundation models have enabled unprecedentedly long context windows, presenting an opportunity to explore their capability to perform ICL with many more demonstrating examples.
Vor 5 Tagen · Jonathan H. Chen Andrew Y. Ng. Stanford University. {jiang6,jirvin16,jihunwang,ang}@cs.stanford.edu. {mahmedch,jonc101}@stanford.edu Equal contribution. Abstract. Large language models are well-known to be effective at few-shot in-context learning (ICL).
1. Mai 2024 · Feb 7, 2024. Letters. The World Needs More Intelligence: Human intelligence is expensive, artificial intelligence is cheap. To solve big problems like climate change, it makes sense to double down on AI. Last year, a number of large businesses and individuals went to the media and governments and pushed the message that AI is scary, impossible ...
Vor 5 Tagen · Many-Shot In-Context Learning in Multimodal Foundation Models. Yixing Jiang, Jeremy Irvin, Ji Hun Wang, Muhammad Ahmed Chaudhry, Jonathan H. Chen, Andrew Y. Ng. Large language models are well-known to be effective at few-shot in-context learning (ICL).
29. Apr. 2024 · Founder of Credo.AI Corp., Coursera, Inc. and Landing.AI (US) Corp., Andrew Y. Ng occupies the position of Chairman for Coursera, Inc., Chairman of Workera Corp. and Chief Executive Officer at Landing.AI (US) Corp. He is also on the board of Stanford AI Laboratory.
Vor 6 Tagen · In experiments on the CheXpert dataset, this novel graph encoding strategy enabled the framework to outperform existing methods that use image-text contrastive learning in 1% linear evaluation and few-shot settings, while achieving comparable performance to radiologists.
18. Feb. 2024 · Professor Ng provides insights on how to harness the power of AI in applications, such as relationship coaching, highlighting the immense untapped market potential. Framework for building AI startups : Ng shares his methodology, which highlights iterative development, early leadership involvement, and customer engagement as key ...
