| The finben: An holistic financial benchmark for large language models Q Xie, W Han, Z Chen, R Xiang, X Zhang, Y He, M Xiao, D Li, Y Dai, ... NeurIPS Dataset and Benchmark Track 2024, 2024 | 49 | 2024 |
| Emollms: A series of emotional large language models and annotation tools for comprehensive affective analysis Z Liu, K Yang, Q Xie, T Zhang, S Ananiadou Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 27 | 2024 |
| Emotion detection for misinformation: A review Z Liu, T Zhang, K Yang, P Thompson, Z Yu, S Ananiadou Information Fusion, 102300, 2024 | 27 | 2024 |
| Open-finllms: Open multimodal large language models for financial applications Q Xie, D Li, M Xiao, Z Jiang, R Xiang, X Zhang, Z Chen, Y He, W Han, ... arXiv preprint arXiv:2408.11878, 2024 | 12 | 2024 |
| Neural network training method for materials science based on multi-source databases J Guo, Z Chen, Z Liu, X Li, Z Xie, Z Wang, Y Wang Scientific Reports 12 (1), 15326, 2022 | 8 | 2022 |
| Fmdllama: Financial misinformation detection based on large language models Z Liu, X Zhang, K Yang, Q Xie, J Huang, S Ananiadou WWW 2025, 2024 | 7 | 2024 |
| Conspemollm: Conspiracy theory detection using an emotion-based large language model Z Liu, B Liu, P Thompson, K Yang, S Ananiadou ECAI 2024, 4649-4656, 2024 | 6 | 2024 |
| Swarm intelligence for new materials Z Liu, J Guo, Z Chen, Z Wang, Z Sun, X Li, Y Wang Computational Materials Science 214, 111699, 2022 | 6 | 2022 |
| Metaaligner: Towards generalizable multi-objective alignment of language models K Yang, Z Liu, Q Xie, J Huang, T Zhang, S Ananiadou The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 4* | 2024 |
| A Review of Material Research and Development Methods Based on Computer Technology GUO Jialong, W Zongguo, W Yangang, Z Xushan, SU Yanjing, LIU Zhiwei Frontiers of Data and Domputing 3 (2), 120-132, 2021 | 4 | 2021 |
| Finnlp-agentscen-2024 shared task: Financial challenges in large language models-finllms Q Xie, J Huang, D Li, Z Chen, R Xiang, M Xiao, Y Yu, V Somasundaram, ... Proceedings of the Eighth Financial Technology and Natural Language …, 2024 | 3 | 2024 |
| RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information Z Liu, K Yang, Q Xie, C de Kock, S Ananiadou, E Hovy arXiv preprint arXiv:2406.11093, 2024 | 1 | 2024 |
| A Genetic Algorithm-Based Artificial Network Method for Material Feature Recombination J Guo, Z Liu, Z Wang, Y Hu, J Wang, Y Wang 2021 IEEE 6th International Conference on Smart Cloud (SmartCloud), 144-148, 2021 | 1 | 2021 |
| FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task Z Liu, K Wang, Z Bao, X Zhang, J Dong, K Yang, M Kabir, P Giannouris, ... Proceedings of the Joint Workshop of the 9th Financial Technology and …, 2025 | | 2025 |
| Selective Preference Optimization via Token-Level Reward Function Estimation K Yang, Z Liu, Q Xie, J Huang, E Min, S Ananiadou arXiv preprint arXiv:2408.13518, 2024 | | 2024 |
Sophia AnaniadouProfessor, Computer Science, Manchester University, National Centre for Text MiningVerified email at manchester.ac.uk