I only ever used frozen artichoke hearts for pizza (fresh ones have better usages, IMO, and pickled ones have a distinct flavor that I didn't want). I sliced them and gave them a brief pan fry with butter and chilled them. They didn't seem to soften much further in the oven. Very tasty over a white pizza, finished with lemon zest and just a few drops of juice.