no code implementations • SEMEVAL 2018 • Qingxun Liu, Hongdou Yao, Xaobing Zhou, Ge Xie
In this paper, we describe a machine reading comprehension system that participated in SemEval-2018 Task 11: Machine Comprehension using commonsense knowledge.
no code implementations • IJCNLP 2017 • Min Wang, Qingxun Liu, Peng Ding, Yongbin Li, Xiaobing Zhou
In this paper, we perform convolutional neural networks (CNN) to learn the joint representations of question-answer pairs first, then use the joint representations as the inputs of the long short-term memory (LSTM) with attention to learn the answer sequence of a question for labeling the matching quality of each answer.
no code implementations • SEMEVAL 2017 • Ming Wang, Biao Chu, Qingxun Liu, Xiaobing Zhou
Sentiment analysis is one of the central issues in Natural Language Processing and has become more and more important in many fields.