When identifying the Topic Clause (TC) of Punctuation Clause (PClause), the brute-force method to generate Candidate Topic Clause (CTC) causes high time consumption and low accuracy of the identification system. A new CTC generating method was proposed, which used specific features such as the PClause location in the text, the grammatical features of the topic and the adjacent features of topic and its comment. The experimental result shows that the improved method can not only improve the efficiency of the system by reducing the number of CTCs, but also make the accuracy of TC identification for single PClause and PClause sequence increase by 0.96 percentage points and 1.31 percentage points respectively over the current state.