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Understanding Transformer Reasoning Capabilities via Graph Algorithms.
Clayton Sanford
Bahare Fatemi
Ethan Hall
Anton Tsitsulin
Seyed Mehran Kazemi
Jonathan Halcrow
Bryan Perozzi
Vahab Mirrokni
Published in:
CoRR (2024)
Keyphrases
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computational cost
computationally efficient
learning algorithm
theoretical analysis
machine learning
structured data
significant improvement
worst case
random walk
maximum flow
neural network
edge weights
graph theory
knowledge representation
expert systems
computational complexity
data structure
decision trees