Shengxian Wan

Learning Hierarchical Representation Model for NextBasket Recommendation

2015

Next basket recommendation is a crucial task in market basket analysis. Given a user's purchase history, usually a sequence of transaction data, one attempts to build a recommender that can predict the next few items …

A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations

2016 · Proceedings of the AAAI Conference on Artificial Intelligence

Matching natural language sentences is central for many applications such as information retrieval and question answering. Existing deep models rely on a single sentence representation or multiple granularity representations for matching. However, such methods cannot …

A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations

2015 · arXiv (Cornell University)

Matching natural language sentences is central for many applications such as information retrieval and question answering. Existing deep models rely on a single sentence representation or multiple granularity representations for matching. However, such methods cannot …