Hello, everyone!
I am a Ph.D. student in Natural Language Processing at the Institute of Information Engineering, Chinese Academy of Sciences.
Research Interests:
- Knowledge-Enhanced Machine Reading Comprehension
- Transfer Learning Applied in Machine Reading Comprehension
- Commonsense Reasoning
Publications:
MRC
a) Yuqiang Xie, Yue Hu, Luxi Xing and Xiangpeng Wei. “Dynamic Task-Specific Factors for Meta-Embedding.” KSEM(2019). [pdf]
b) Yuqiang Xie, Yue Hu, Luxi Xing, Chunhui Wang, Yong Hu, Xiangpeng Wei and Yajing Sun. “Enhancing Pre-trained Language Models by Self-supervised Learning for Story Cloze Test.” KSEM (2020). [pdf]
c) Luxi Xing, Yue Hu, Yuqiang Xie, Wei Peng and Jing Yu. “Coarse-To-Careful: Seeking Semantic-Related Knowledge for Open-Domain Commonsense Question Answering.” ICASSP (2021). [pdf]
d) Luxi Xing, Yue Hu, Yuqiang Xie, Chunhui Wang and Yong Hu. “A Matching-Integration-Verification Model for Multiple-Choice Reading Comprehension.” KSEM (2020). [pdf]
e) Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Jing Yu, Yajing Sun and Xiangpeng Wei. “Bi-directional Cognitive Thinking Network for Machine Reading Comprehension.” COLING (2020). [pdf]
f) Wei Peng, Yue Hu, Jing Yu, Luxi Xing, Yuqiang Xie, Zihao Zhu and Yajing Sun. “MCR-Net: A Multi-Step Co-Interactive Relation Network for Unanswerable Questions on Machine Reading Comprehension.” ICASSP (2021). [pdf]
Dialog
g) Yajing Sun, Yue Hu, Luxi Xing, Jing Yu and Yuqiang Xie. “History-Adaption Knowledge Incorporation Mechanism for Multi-Turn Dialogue System.” AAAI (2020). [pdf]
SemEval Workshop
h) Luxi Xing, Yuqiang Xie, Yue Hu and Wei Peng. “IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE.” SemEval@COLING (2020). (single model/Top3) [pdf]
i) Yuqiang Xie, Luxi Xing, Wei Peng and Yue Hu. “IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation.” SemEval@ACL (2021). (single model/Top8) [pdf] [code]
Welcome to contact with me.