We participated two chemical information retrieval tasks, Technology Survey (TS) task and Prior Art (PA) task in TREC 2010 chemical track. We aim to discover extra relevant chemical compounds for a given query. We investigate various basic retrieval models as well as corresponding Pseudo Relevance Feedback(PRF) models in chemical experiments. In order to eliminate low quality feedback documents...