Yep - I'd even expand Analise's answer to say November through February are your best chances at catching any kind of a deal on a hotel room, outside of that forget it.
That said, if it doesn't matter which exact hotel you stay at, sometimes Priceline or Hotwire is useful in Boston to at least save you a little, regardless of the time of year.