Publications
Preprint Papers
A Survey of Knowledge-Enhanced Text Generation
W. Yu, C. Zhu, Z. Li, Z. Hu, Q. Wang, H. Ji, M. Jiang
arXiv:2010.04389 [pdf] [reading list]Technical Question Answering across Tasks and Domains
W. Yu, L. Wu, Y. Deng, Q. Zeng, R. Mahindru, S. Guven, M. Jiang
arXiv:2010.09780 [pdf]Early Anomaly Detection by Learning and Forecasting Behavior
T. Zhao, B. Ni, W. Yu, M. Jiang
arXiv:2010.10016 [pdf]Injecting Entity Types into Entity-Guided Text Generation
X. Dong*, W. Yu* (equal contribution), C. Zhu, M. Jiang
arXiv:2009.13401 [pdf] [code]
Tutorials
- Knowledge-Enriched Natural Language Generation
W. Yu, M. Jiang, Z. Hu, Q. Wang, H. Ji, N. Rajani
[EMNLP 2021] Conference on Empirical Methods on Natural Language Processing
[description] [slides] stay tuned!
2021 Conference Paper
- Few-shot Graph Learning for Molecular Property Prediction
Z. Guo, C. Zhang, W. Yu, J. Herr, O. Wiest, M. Jiang, N. Chawla
[WWW 2021] The Web Conference (formerly known as World Wide Web)
[pdf] [code] paper and code is coming soon!
2020 Conference Paper
A Technical Question Answering System with Transfer Learning
W. Yu, L. Wu, Y. Deng, R. Mahindru, Q. Zeng, S. Guven, M. Jiang
[EMNLP 2020] Conference on Empirical Methods on Natural Language Processing (Demo)
[pdf] [code] [video]Tri-Train: Automatic Pre-fine Tuning between Pre-training and Fine-tune Training for SciNER
Q. Zeng, W. Yu, M. Yu, T. Jiang, T. Weninger, M. Jiang
[EMNLP 2020] Findings of Empirical Methods on Natural Language Processing
[pdf] [code]GraSeq: Graph and Sequence Fusion Learning for Molecular Property Prediction
Z. Guo, W. Yu, C. Zhang, M. Jiang, N. Chawla
[CIKM 2020] ACM International Conference on Information and Knowledge Management
[pdf] [code]Crossing Variational Autoencoders for Answer Retrieval
W. Yu, L. Wu, Q. Zeng, S. Tao, Y. Deng, M. Jiang
[ACL 2020] Annual Meeting of the Association for Computational Linguistics
[pdf]Identifying Referential Intention with Heterogeneous Contexts
W. Yu, M. Yu, T. Zhao, M. Jiang
[WWW 2020] The Web Conference (formerly known as World Wide Web)
[pdf] [code] [slides]Experimental Evidence Extraction System in Data Science with Hybrid Table Features and Ensemble Learning
W. Yu, W. Peng, Y. Shu, Q. Zeng, M. Jiang
[WWW 2020] The Web Conference (formerly known as World Wide Web)
[pdf] [code] [slides] [poster]
2019 Conference Paper