Completed
- Intro
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Classroom Contents
Transformers Meet Directed Graphs - Exploring Direction-Aware Positional Encodings
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- 1 - Intro
- 2 How do Language Models Encode Code
- 3 - Sinusoidal Encodings
- 4 - Signal Processing: DFT
- 5 - Graph Fourier Basis
- 6 - Magnetic Laplacian
- 7 - Harmonics for Directed Graphs
- 8 - Ambiguity of Eigenvectors
- 9 - Architecture
- 10 - Distance Prediction
- 11 - Correctness Prediction of Sorting Networks
- 12 - OpenGraphBenchmark Code 2
- 13 - Summary
- 14 - Q+A
