In this paper, we apply Long Short-Term Memory networks with an attention mechanism, which can select important parts of text for the task of similar question retrieval from community Question Answering (cQA) forums.
we use the attention weights for both selecting entire sentences and their subparts, i.e., word/chunk, from shallow syntactic trees.