Du, K., Mao, R., Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937, Mengaldo, G. and Cambria, E.
(2026)
Language models for environmental, social, and governance analysis: a review.
Information Processing & Management, 63 (4).
104596.
ISSN 1873-5371
doi: 10.1016/j.ipm.2025.104596
Wu, X., Li, L., Tao, X., Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937 and Yuan, J.
(2025)
Happiness prediction with domain knowledge integration and explanation consistency.
IEEE Transactions on Computational Social Systems, 12 (5).
pp. 2949-2962.
ISSN 2329-924X
doi: 10.1109/TCSS.2025.3529946
Du, K., Zhao, Y., Mao, R., Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937 and Cambria, E.
(2025)
A retrieval-augmented multiagent system for financial sentiment analysis.
IEEE Intelligent Systems, 40 (2).
pp. 15-22.
ISSN 1941-1294
doi: 10.1109/MIS.2025.3544912
Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937
(2025)
Designing heterogeneous LLM agents for financial sentiment analysis.
ACM Transactions on Management Information Systems, 16 (1).
Article No.: 5.
ISSN 2158-6578
doi: 10.1145/3688399
Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937, Du, K., Mengaldo, G., Cambria, E. and Welsch, R.
(2025)
AI reshaping financial modeling.
npj Artificial Intelligence, 1.
29.
ISSN 3005-1460
doi: 10.1038/s44387-025-00030-w
Cesarini, M., Malandri, L., Pallucchini, F., Seveso, A. and Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937
(2024)
Explainable AI for text classification: lessons from a comprehensive evaluation of post hoc methods.
Cognitive Computation, 16 (6).
pp. 3077-3095.
ISSN 1866-9964
doi: 10.1007/s12559-024-10325-w
Du, K., Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937, Mao, R. and Cambria, E.
(2024)
Financial sentiment analysis: techniques and applications.
ACM Computing Surveys, 56 (9).
Article No.: 220.
ISSN 1557-7341
doi: 10.1145/3649451
Xing, F.
ORCID: https://orcid.org/0000-0002-5751-3937
(2024)
Financial risk tolerance profiling from text.
Information Processing & Management, 61 (4).
103704.
ISSN 0306-4573
doi: 10.1016/j.ipm.2024.103704
Xing, F. Z.
ORCID: https://orcid.org/0000-0002-5751-3937, Cambria, E. and Welsch, R. E.
(2018)
Natural language based financial forecasting: a survey.
Artificial Intelligence Review, 50 (1).
pp. 49-73.
ISSN 1573-7462
doi: 10.1007/s10462-017-9588-9