Hi Jen,
Do you know how old they are? And did they come from a creek/spoil pile or the rock/ground? From what I’ve read I don’t know of known fossil localities from the area but I’ve also never been to MA.
I don’t see any cell structure in the cross section that would indicate that this is plant material. Another possibility are the casts of burrows (the burrow fills).