@inproceedings{wang-etal-2025-far, title = "How Far Can {LLM}s Improve from Experience? Measuring Test-Time Learning Ability in {LLM}s with Human Comparison", author = "Wang, Jiayin and Guo, Zhiqiang and Ma, Weizhi and Zhang, Min", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1304/", pages = "25688--25702", ISBN = "979-8-89176-332-6" }