11 citations · 11 across the 3 of their papers we have counts for
4 papers
Relational Gating for "What If" Reasoning
Chen Zheng, Parisa Kordjamshidi
This paper addresses the challenge of learning to do procedural reasoning over text to answer "What if..." questions. We propose a novel relational gating network that learns to fi…
Cross-Modality Relevance for Reasoning on Language and Vision
Chen Zheng, Quan Guo, Parisa Kordjamshidi
This work deals with the challenge of learning and reasoning over language and vision data for the related downstream tasks such as visual question answering (VQA) and natural lang…
RLTM: An Efficient Neural IR Framework for Long Documents
Chen Zheng, Yu Sun, Shengxian Wan +1
Deep neural networks have achieved significant improvements in information retrieval (IR). However, most existing models are computational costly and can not efficiently scale to l…
A Deep Learning Approach for Expert Identification in Question Answering Communities
Chen Zheng, Shuangfei Zhai, Zhongfei Zhang
In this paper, we describe an effective convolutional neural network framework for identifying the expert in question answering community. This approach uses the convolutional neur…