| Financial sentiment analysis: Techniques and applications K Du, F Xing, R Mao, E Cambria ACM Computing Surveys 56 (9), 1-42, 2024 | 154 | 2024 |
| Natural language processing in finance: A survey K Du, Y Zhao, R Mao, F Xing, E Cambria Information Fusion 115, 102755, 2025 | 66 | 2025 |
| Incorporating multiple knowledge sources for targeted aspect-based financial sentiment analysis K Du, F Xing, E Cambria ACM Transactions on Management Information Systems 14 (3), 1-24, 2023 | 49 | 2023 |
| Discovering the cognition behind language: Financial metaphor analysis with MetaPro R Mao, K Du, Y Ma, L Zhu, E Cambria Proceedings of IEEE ICDM, 2023 | 44 | 2023 |
| FinSenticNet: A concept-level lexicon for financial sentiment analysis K Du, F Xing, R Mao, E Cambria Proceedings of IEEE SSCI, 2023 | 31 | 2023 |
| An evaluation of reasoning capabilities of large language models in financial sentiment analysis K Du, F Xing, R Mao, E Cambria 2024 IEEE Conference on Artificial Intelligence (CAI), 189-194, 2024 | 30 | 2024 |
| Explainable stock price movement prediction using contrastive learning K Du, R Mao, F Xing, E Cambria Proceedings of the 33rd ACM International Conference on Information and …, 2024 | 20 | 2024 |
| A dynamic dual-graph neural network for stock price movement prediction K Du, R Mao, F Xing, E Cambria 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | 10 | 2024 |
| A retrieval-augmented multi-agent system for financial sentiment analysis K Du, Y Zhao, R Mao, F Xing, E Cambria IEEE Intelligent Systems, 2025 | 4 | 2025 |
| AI reshaping financial modeling F Xing, K Du, G Mengaldo, E Cambria, R Welsch npj Artificial Intelligence 1 (1), 29, 2025 | 1 | 2025 |
| Combining LLM-Generated Knowledge Graphs with RAG for Financial Sentiment Extraction Z Huang, K Du, X Zhang, R Mao, E Cambria 2025 IEEE International Conference on Data Mining Workshops (ICDMW), 2025 | 1 | 2025 |
| Management Information Systems BB Mishra, D Ramesh, SS Kanhere, DR Edla, E Rubin, I Benbasat, K Du, ... ACM Transactions on 14 (3), 2023 | 1 | 2023 |
| Language models for environmental, social, and governance analysis: A review K Du, R Mao, F Xing, G Mengaldo, E Cambria Information Processing & Management 63 (4), 104596, 2026 | | 2026 |
Erik CambriaProfessor @ NTU CCDS & Visiting @ MIT Media LabVerified email at media.mit.edu
