Project Instructions

Compiling the Paper

To regenerate the PDF from the LaTeX source:

cd paper
pdflatex -interaction=nonstopmode main.tex
bibtex main
pdflatex -interaction=nonstopmode main.tex
pdflatex -interaction=nonstopmode main.tex

Clean up auxiliary files afterward:

rm -f main.aux main.bbl main.blg main.log main.out main.toc

Regenerating Figures

Figure generation scripts are in /Users/flaessig/Documents/intentionality/. See FIGURE_INDEX.md in that directory for details.

Key figures:

• Gram matrix decoder (Fig 3): cd gram_matrix_decoder && python -c "from runs.classid_comparison import run_comparison_experiment; run_comparison_experiment()"
• Self-attention decoder (Fig 1): cd decoder && python self_attention_decoder_comparison.py
• MNIST accuracies (Fig 2): python decoder/underlying_mnist_performance_real.py
• R² comparison (Fig 8): cd decoder && python r2_comparison_bar_chart_with_error_bars.py

After regenerating, copy the updated PNGs to paper/.