Similar to attention encoder, the MemNN encoder aims to generate a representation, which addresses the important part in the conversation context that helps tagging keyphrases in target post x i .
the sum of C i and matching matrix P i serves as the encoded representation for conversation context: both attention and MemNN explores salient words in conversations that describe main focus of the conversation, which helps indicate keyphrases of a target post.