Synonyms for Bolster (same or very similar meaning)
WordNet sense 1 (a pillow that is often put across a bed underneath the regular pillows):
long pillow
WordNet sense 2 (add padding to):
pad
WordNet sense 3 (support and strengthen):
bolster up
From the ODE community, based on WordNet
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