Xie, Qianqian

Benchmarking large language models for biomedical natural language processing applications and recommendations

Chen, Q., Hu, Y., Peng, X., Xie, Q., Jin, Q., Gilson, A., Singer, M. B., Ai, X., Lai, P.-T., Wang, Z., et al. (2025) · Nature Communications

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 219

Towards Interpretable Mental Health Analysis with Large Language Models

Yang, K., Ji, S., Zhang, T., Xie, Q., Kuang, Z., & Ananiadou, S. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Mental Health via WritingExplainable Artificial Intelligence (XAI)

Cited by 155

Advancing entity recognition in biomedicine via instruction tuning of large language models

Keloth, V. K., Hu, Y., Xie, Q., Peng, X., Wang, Y., Zheng, A., Selek, M., Raja, K., Wei, C. H., Jin, Q., et al. (2024) · Bioinformatics

Biomedical Text Mining and OntologiesTopic Modeling

Cited by 104

FinBen: A Holistic Financial Benchmark for Large Language Models

Xie, Q., Han, W., Chen, Z., Xiang, R., Zhang, X., He, Y., Xiao, M., Li, D., Dai, Y., Feng, D., et al. (2024) · Advances in Neural Information Processing Systems 37

Topic ModelingFinTech, Crowdfunding, Digital Finance

Cited by 102

Medical foundation large language models for comprehensive text analysis and beyond

Xie, Q., Chen, Q., Chen, A., Peng, C., Hu, Y., Lin, F., Peng, X., Huang, J., Zhang, J., Keloth, V., et al. (2025) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 74

A scoping review on multimodal deep learning in biomedical images and texts

Sun, Z., Lin, M., Zhu, Q., Xie, Q., Wang, F., Lu, Z., & Peng, Y. (2023) · Journal of Biomedical Informatics

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 69

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond

Xie, Q., Schenck, E. J., Yang, H. S., Chen, Y., Peng, Y., & Wang, F. (2023) · medRxiv

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 57

ChatGPT as a Factual Inconsistency Evaluator for Text Summarization

Luo, Z., Xie, Q., & Ananiadou, S. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 53

CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization

Luo, Z., Xie, Q., & Ananiadou, S. (2023) · arXiv

Advanced Text Analysis TechniquesTopic Modeling

Cited by 18

Me LLaMA: Foundation Large Language Models for Medical Applications

Xie, Q., Chen, Q., Chen, A., Peng, C., Hu, Y., Lin, F., Peng, X., Huang, J., Zhang, J., Keloth, V., et al. (2024) · arXiv

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 8

LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs

Zhang, J., Maatouk, A., Chen, J., Bui, N., Xie, Q., Tassiulas, L., Xu, H., Shao, J., & Ying, R. (2025) · Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2

Topic ModelingInformation Retrieval and Search Behavior

Cited by 6