To tackle this challenge, based on the consideration that product attribute information is typically conveyed by entity words, we incorporate the entity label information of each word to enable the model to have a better understanding of the words and better focus on key information.
we propose an Entity-label-guided Long Short-Term Memory (ELSTM) and a token memory to store and capture the entity label information of each word.