Use character positions for text slicing instead of reconstructing from sentences#3
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…ng sentences Co-authored-by: abirharrasse <81148161+abirharrasse@users.noreply.github.com>
Co-authored-by: abirharrasse <81148161+abirharrasse@users.noreply.github.com>
Co-authored-by: abirharrasse <81148161+abirharrasse@users.noreply.github.com>
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[WIP] Address feedback on initial experiments PR
Use character positions for text slicing instead of reconstructing from sentences
Dec 10, 2025
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Feature extraction reconstructed text by joining split sentences (
problem + " " + " ".join(sentences[:idx])), losing formatting and whitespace from the original CoT. This affects hidden state extraction accuracy.Changes
split_into_sentences(): Now returns(sentences, positions)tuple where positions track character boundaries in original textsentence_positionsfield to preserve original text structurecot[:end_pos]Example
Position tracking uses unstripped boundaries for accurate slicing while sentences remain stripped for classification.
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