Open Internet by MindsNet

Limitations of Dot-Product Attention in Machine Learning Models

Standard dot-product attention in machine learning models can be influenced by the magnitude of key vectors, leading to undesired behavior. This can cause a key vector to dominate the softmax calculation simply due to its large magnitude, rather than its actual relevance.

Computing & Technology, Computer Science, Artificial Intelligence