Yanru Qu

Product-Based Neural Networks for User Response Prediction

2016

Predicting user responses, such as clicks and conversions, is of great importance and has found its usage inmany Web applications including recommender systems, websearch and online advertising. The data in those applicationsis mostly categorical and …

Dynamically Fused Graph Network for Multi-hop Reasoning

2019

Text-based question answering (TBQA) has been studied extensively in recent years. Most existing approaches focus on finding the answer to a question within a single paragraph. However, many difficult questions require multiple supporting evidence from …

Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition

2018

Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang, Shaodian Zhang, Yimei Gao, Gen Gu, Ken Chen, Yong Yu. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational …

Product-Based Neural Networks for User Response Prediction over Multi-Field Categorical Data

2018 · ACM Transactions on Information Systems

User response prediction is a crucial component for personalized information retrieval and filtering scenarios, such as recommender system and web search. The data in user response prediction is mostly in a multi-field categorical format and …