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cache is enabled, then cache if cachedRecursion == True: if beta_cache.get((currIndex,currState)) == None: beta_cache[(currIndex,currState)] = total return total elif currIndex == pos+1: return transition_probs[currState+"|"+state] * emission_probs[textList[currIndex]+"|"+currState] else: total = 0