attention matrix
Technology:
Country:
- Asia > Afghanistan > Parwan Province > Charikar (0.04)
- South America > Brazil > Rio de Janeiro > Rio de Janeiro (0.04)
- North America > United States > Virginia (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.96)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.95)
- Information Technology > Artificial Intelligence > Natural Language > Chatbot (0.69)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.47)
Fast Attention Over Long Sequences With Dynamic Sparse Flash Attention
Transformer-based language models have found many diverse applications requiring them to process sequences of increasing length.
Technology:
Mesa-Extrapolation: A Weave Position Encoding Method for Enhanced Extrapolation in LLMs
LLMs sharply declines beyond their max training lengths.
Country:
- Asia > China > Beijing > Beijing (0.04)
- North America > United States > California > Santa Clara County > Stanford (0.04)
- Europe > Spain (0.04)
- (3 more...)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Industry:
- Health & Medicine (1.00)
- Government > Regional Government > North America Government > United States Government (1.00)
- Government > Military (1.00)
- (2 more...)
Technology:
Country:
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- Europe > Germany > Berlin (0.04)
- Europe > France (0.04)
- (14 more...)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Technology:
Country:
- Asia > Middle East > Jordan (0.04)
- North America > United States > Oregon > Multnomah County > Portland (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.68)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.68)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models (0.68)
Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.28)
- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- North America > United States > California > Orange County > Irvine (0.14)
- (6 more...)
Technology:
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention
Such investigations have demonstrated that attention layers are able to implement a wide range of different algorithms, even for the same task, using both positional and semantic attributes of the inputs.
Country:
- North America > United States (0.28)
- Europe > Switzerland > Vaud > Lausanne (0.04)
- Asia > Middle East > Israel (0.04)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
Visualizing and Measuring the Geometry of BERT
Emily Reif, Ann Yuan, Martin Wattenberg, Fernanda B. Viegas, Andy Coenen, Adam Pearce, Been Kim
Neural Information Processing Systems http://nips.cc/
Country:
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > Canada (0.04)
- Europe > Spain (0.04)
Technology:
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.94)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.93)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.69)
Country:
- North America > United States > California > Los Angeles County > Los Angeles (0.14)
- North America > United States > Texas > Travis County > Austin (0.14)
- Europe > Italy > Tuscany > Florence (0.04)
- (6 more...)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Vision (0.94)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.93)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.68)