Collier, Nigel

Global mapping of infectious disease

Hay, S. I., Battle, K. E., Pigott, D. M., Smith, D. L., Moyes, C. L., Bhatt, S., Brownstein, J. S., Collier, N., Myers, M. F., George, D. B., et al. (2013) · Philosophical Transactions of the Royal Society B: Biological Sciences

Data-Driven Disease SurveillanceZoonotic diseases and public health

Cited by 243

A survey on clinical natural language processing in the United Kingdom from 2007 to 2022

Wu, H., Wang, M., Wu, J., Francis, F., Chang, Y.-H., Shavick, A., Dong, H., Poon, M. T. C., Fitzpatrick, N., Levine, A. P., et al. (2022) · npj Digital Medicine

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 101

Generative language models exhibit social identity biases

Hu, T., Kyrychenko, Y., Rathje, S., Collier, N., van der Linden, S., & Roozenbeek, J. (2024) · Nature Computational Science

Ethics and Social Impacts of AISocial and Intergroup Psychology

Cited by 100

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners

Li, C., Zhang, C., Zhou, H., Collier, N., Korhonen, A., & Vulić, I. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Multimodal Machine Learning ApplicationsLogic, Reasoning, and Knowledge

Cited by 12

Conformity in large language models

Zhu, X., Zhang, C., Stafford, T., Collier, N., & Vlachos, A. (2025) · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 10

FireAct: Toward Language Agent Fine-tuning

Chen, B., Shu, C., Shareghi, E., Collier, N., Narasimhan, K., & Yao, S. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 9

POSQA: Probe the World Models of LLMs with Size Comparisons

Shu, C., Han, J., Liu, F., Shareghi, E., & Collier, N. (2023) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 2

Privacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning

Hui, Z., Dong, Y. R., Sivapiromrat, S., Shareghi, E., & Collier, N. (2025) · arXiv

Privacy-Preserving Technologies in DataNatural Language Processing Techniques

Cited by 1

Conformity in Large Language Models

Zhu, X., Zhang, C., Stafford, T., Collier, N., & Vlachos, A. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0