@inproceedings{agarkov-etal-2025-300k, title = "300k/ns team at the Crypto Trading Challenge Task: Enhancing the justification of accurate trading decisions through parameter-efficient fine-tuning of reasoning models", author = "Agarkov, Artem and Kulik, Mihail and Shmyrkov, Leonid", editor = "Chen, Chung-Chi and Moreno-Sandoval, Antonio and Huang, Jimin and Xie, Qianqian and Ananiadou, Sophia and Chen, Hsin-Hsi", booktitle = "Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal)", month = jan, year = "2025", address = "Abu Dhabi, UAE", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/add-emnlp-2024-awards/2025.finnlp-1.48/", pages = "414--422" }