Different from previous approaches that mostly apply handcrafted rules or co-occurrence patterns, we propose an approach using probabilistic models and domain knowledge.
we first utilize encyclopedia to construct a domain knowledge base, and then develop a sentence simplification model to simplify complicated sentences we meet.