Projects per year
Personal profile
Chinese Name
Biography
I received my PhD degree from the Department of Systems Engineering and Engineering Management (SEEM), The Chinese University of Hong Kong (CUHK) in 2020, supervised by Kam-Fai Wong and Wei Gao. I was recognised as one of “The 2022 Women in AI” by Aminer, and her paper was selected as Top Five Outstanding TIST Articles. During 2018.12-2019.08, I was a visiting scholar at Nanyang Technological University, Singapore. During 2019.12-2020.02, Iwas a visiting scholar at Institute for Basic Science, South Korea. In recent years, I served as Session Chair for COLING 2020, Program Committee Member for WWW2021, AAAI 2019-2021, ACL 2019, EMNLP 2019, AI 2019, etc, and was invited to review for journals such as TIST, TKDE, TOMM, etc. Early on I was working as a research intern in Baidu (with natural language processing group) and Tencent (with AI Lab).
Research Interests
Natural Language Processing, Social Network Analysis and Mining, Rumor and Fake News Detection, Stance Detection, Dialog system, and Explainable Machine Learning.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Keywords
- Q Science (General)
- Natural Language Processing
- Social media
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Collaborations and top research areas from the last five years
Projects
- 2 Active
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News Summarizations and Combating Misinformation based on Social Relation
MA, J. (PI)
1/01/23 → 31/12/25
Project: Research project
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Conversation-based Reasoning for Explainable Fake News Detection via Weakly Supervised Evidence Detection
MA, J. (PI)
1/01/23 → …
Project: Research project
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LLM-enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information
Yang, R., Ma, J., Gao, W. & Lin, H., 11 Feb 2025, (E-pub ahead of print) In: ACM Transactions on Intelligent Systems and Technology. p. 1-25 25 p.Research output: Contribution to journal › Journal article › peer-review
Open Access -
A deep clustering-based state-space model for improved disease risk prediction in personalized healthcare
Niu, S., Ma, J., Yin, Q., Bai, L., Li, C. & Yang, X., 1 Feb 2024, In: Annals of Operations Research. 341, 1, p. 647-672 26 p.Research output: Contribution to journal › Journal article
Open Access4 Citations (Scopus) -
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models
Chen, Z., Lin, H., Luo, Z., Cheng, M., Ma, J. & Chen, G., Aug 2024, Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Ku, L.-W., Martins, A. F. T. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 9663-9687 25 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in book/report/conference proceeding › Conference proceeding › peer-review
Open Access -
Context-Aware Attentive Multilevel Feature Fusion for Named Entity Recognition
Yang, Z., Ma, J., Chen, H., Zhang, J. & Chang, Y., Jan 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 1, p. 973-984 12 p.Research output: Contribution to journal › Journal article › peer-review
19 Citations (Scopus) -
CoTea: Collaborative teaching for low-resource named entity recognition with a divide-and-conquer strategy
Yang, Z., Ma, J., Yang, K., Lin, H., Chen, H., Yang, R. & Chang, Y., May 2024, In: Information Processing and Management. 61, 3, 17 p., 103657.Research output: Contribution to journal › Journal article › peer-review
Prizes
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2022 AI 2000 Most Influential Scholar Award Honorable Mention
MA, J. (Recipient), 31 May 2022
Prize: Award
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Recognised as one of “The 2022 Women in AI” by AMiner for her outstanding performance in information retrieval and natural language processing
MA, J. (Recipient), 14 Mar 2022
Prize: Award
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The World’s top 2% scientists released by Stanford University
MA, J. (Recipient), 18 Oct 2022
Prize: Other distinction