Kernel Based Methods
method
ID: kernelbasedmethods
Related Papers
Combining Tree Structures, Flat Features and Patterns for Biomedical Relation Extraction
Kernel based methods dominate the current trend for various relation extraction tasks including protein-protein interaction (PPI) extraction. PPI information is critical in un- derstanding biological processes. Despite considerable efforts, previously …...
Fine-Tuning Pre-trained Transformers into Decaying Fast Weights
AbstractAutoregressive Transformers are strong language models but incur O(T) complexity during per-token generation due to the self-attention mechanism. Recent work proposes kernel-based methods to approximate causal self-attention by replacing it …...