Given a question q 0 associated with this product newly posed by a user, we retrieve semantically similar questions from the QA collection Q t via searching the question-answer pairs.
we utilize the Positional Language Model (PLM) (Lv and Zhai, 2009) for question retrieval and obtain a ranked list of retrieved existing questions denoted by L q * ,a * |q .