Kelvin Du

According to our database, Kelvin Du authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Language models for environmental, social, and governance analysis: A review.

Kelvin Du, Rui Mao, Frank Xing, Gianmarco Mengaldo, Erik Cambria

Inf. Process. Manag., 2026

2025

Natural language processing in finance: A survey.

Kelvin Du, Yazhi Zhao, Rui Mao, Frank Xing, Erik Cambria

Inf. Fusion, 2025

A Retrieval-Augmented Multiagent System for Financial Sentiment Analysis.

Kelvin Du, Yazhi Zhao, Rui Mao, Frank Xing, Erik Cambria

IEEE Intell. Syst., 2025

Combining LLM-Generated Knowledge Graphs with RAG for Financial Sentiment Extraction.

Zihao Huang, Kelvin Du, Xulang Zhang, Rui Mao, Erik Cambria

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Financial Sentiment Analysis: Techniques and Applications.

Kelvin Du, Frank Xing, Rui Mao, Erik Cambria

ACM Comput. Surv., September, 2024

A Dynamic Dual-Graph Neural Network for Stock Price Movement Prediction.

Kelvin Du, Rui Mao, Frank Xing, Erik Cambria

Proceedings of the International Joint Conference on Neural Networks, 2024

An Evaluation of Reasoning Capabilities of Large Language Models in Financial Sentiment Analysis.

Kelvin Du, Frank Xing, Rui Mao, Erik Cambria

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

Explainable Stock Price Movement Prediction using Contrastive Learning.

Kelvin Du, Rui Mao, Frank Xing, Erik Cambria

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis.

Kelvin Du, Frank Xing, Erik Cambria

ACM Trans. Manag. Inf. Syst., September, 2023

FinSenticNet: A Concept-Level Lexicon for Financial Sentiment Analysis.

Kelvin Du, Frank Xing, Rui Mao, Erik Cambria

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Discovering the Cognition behind Language: Financial Metaphor Analysis with MetaPro.

Rui Mao, Kelvin Du, Yu Ma, Luyao Zhu, Erik Cambria

Proceedings of the IEEE International Conference on Data Mining, 2023