Xin Dong

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 17

Top Topics

Text Classification

Parallel Corpus

Learning Objectives

Top Venues

Publications

Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes, Gerard de Melo
Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. ECIR (2) (2022)
Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo
Assessing Combinational Generalization of Language Models in Biased Scenarios. AACL/IJCNLP (2) (2022)
Dongkuan Xu, Wei Cheng, Xin Dong, Bo Zong, Wenchao Yu, Jingchao Ni, Dongjin Song, Xuchao Zhang, Haifeng Chen, Xiang Zhang
Multi-Task Recurrent Modular Networks. AAAI (2021)
Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo
Data Augmentation with Adversarial Training for Cross-Lingual NLI. ACL/IJCNLP (1) (2021)
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. CoRR (2020)
Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. SIGIR (2020)
Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. CoRR (2020)
Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. AAAI (2020)
S. M. Mazharul Islam, Xin Dong, Gerard de Melo
Domain-Specific Sentiment Lexicons Induced from Labeled Documents. COLING (2020)
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. AAAI (2020)
Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. CoRR (2020)
Xin Dong, Gerard de Melo
A Robust Self-Learning Framework for Cross-Lingual Text Classification. EMNLP/IJCNLP (1) (2019)
Sen Yang, Weiqing Ni, Xin Dong, Shuhong Chen, Richard A. Farneth, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Intention Mining in Medical Process: A Case Study in Trauma Resuscitation. ICHI (2018)
Xin Dong, Gerard de Melo
A Helping Hand: Transfer Learning for Deep Sentiment Analysis. ACL (1) (2018)
Xin Dong, Gerard de Melo
Cross-Lingual Propagation for Deep Sentiment Analysis. AAAI (2018)
Sen Yang, Moliang Zhou, Shuhong Chen, Xin Dong, Omar Z. Ahmed, Randall S. Burd, Ivan Marsic
Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM. ICHI (2017)
Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
A Data-driven Process Recommender Framework. KDD (2017)