I don't know HTML well enough to say from my own experience, but experienced users say Word produces lots of HTML trash, and I know Word's file size is large compared to a good HTML editor. Saving out the HTML from Google Chrome seems like best bet.
Edit: Ooooo. Just noticed prior post. Send to Reader looks useful. Thanks, BrowseTheStacks