Augmentation
Artificial Intelligence
Improving Retrieval Augmented Language Models: Self-Reasoning and Adaptive Augmentation for Conversational Systems
Large language models often struggle with delivering precise and current information, particularly in complex knowledge-based tasks. To beat these hurdles, researchers are investigating methods to boost these models by integrating them with external data...
Artificial Intelligence
Artificial intelligence for augmentation and productivity
The MIT Stephen A. Schwarzman College of Computing has awarded seed grants...
Artificial Intelligence
AI as Artist’s Augmentation
AI as Artist’s AugmentationArt’s unstoppable revolution — Art is a necessity for disruption. Art has a desire for disruption. Art should get disrupted. Dadaists, Surrealists, Oulipo, Fluxus, Postmodernists, and Conceptualists — all spoke...
Artificial Intelligence
Group-by data augmentation for e-commerce datasets Motivation Data augmentation ingredients KeyGenerator Elements of model design Results Further evaluation and future work Conclusion
Introducing a latest training strategy for learning user preferences to multi-attribute offers based on a multi-task approachThe most important intuition is as follows: the group-by training forces a model to make sense of all...
Artificial Intelligence
AI in Medicine Must Prioritize the Other ‘A’: Augmentation
AI’s tantalizing promise – and its missteps – are more apparent than ever, as OpenAI’s ChatGPT makes headlines for its ability to cheat on college exams or conduct an imposter job interview. But, for...
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