Selected Publications

[google scholar][dblp][orcid]

1. Guo, M., Guo, M., Su, J., Chen, J., Yu, J., Wang, J., Du, H., Sahu, P., Sharma, A. & Jin, F. Bayesian Iterative Prediction and Lexical-based Interpretation for Disturbed Chinese Sentence Pair Matching In Proceedings of the ACM on Web Conference 2024 (pp. 4618-4629). [pdf]
2. Guo, M., Ma, Y., Eworuke, E., Khashei, M.,Song, J.,Zhao, Y., & Jin, F. Identifying COVID-19 cases and extracting patient reported symptoms from Reddit using natural language processing. Sci Rep 13, 13721 (2023). [pdf]
3. Guo, M., Guo, M., Dougherty, E. T., & Jin, F. (2023, April). MSQ-BioBERT: Ambiguity Resolution to Enhance BioBERT Medical Question-Answering. In Proceedings of the ACM Web Conference 2023 (pp. 4020-4028).[pdf]
4. Guo, M., Nguyen, L., Du, H., & Jin, F. (2022). When Patients Recover From COVID-19: Data-Driven Insights From Wearable Technologies. Frontiers in big Data, 34. [pdf]
5. Pan, Z., Jiang, S., Su, J., Guo, M., & Zhang, Y. (2021, November). Knowledge graph based platform of COVID-19 drugs and symptoms. In Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (pp. 313-316). [pdf]

Paper under review:

1. Guo, M., Yu, F., Lan, T., & Jin, F. (2023). Advantage Actor-Critic with Reasoner: Explaining the Agent's Behavior from an Exploratory Perspective. [arXiv]

Ongoing leading project:

1. Interpretation of Reinforcement Learning