528 citations · 783 across the 27 of their papers we have counts for
4 papers · 1 filter
Cross-relation Cross-bag Attention for Distantly-supervised Relation Extraction
Yujin Yuan, Liyuan Liu, Siliang Tang +5
Distant supervision leverages knowledge bases to automatically label instances, thus allowing us to train relation extractor without human annotations. However, the generated train…
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…
Text Coherence Analysis Based on Deep Neural Network
Baiyun Cui, Yingming Li, Yaqing Zhang +1
In this paper, we propose a novel deep coherence model (DCM) using a convolutional neural network architecture to capture the text coherence. The text coherence problem is investig…
Multimodal Skip-gram Using Convolutional Pseudowords
Zachary Seymour, Yingming Li, Zhongfei Zhang
This work studies the representational mapping across multimodal data such that given a piece of the raw data in one modality the corresponding semantic description in terms of the…