2 papers
cs.LG2026
NeuroLoRA: Context-Aware Neuromodulation for Parameter-Efficient Multi-Task Adaptation
Yuxin Yang, Haoran Zhang, Mingxuan Li +6
Parameter-Efficient Fine-Tuning (PEFT) techniques, particularly Low-Rank Adaptation (LoRA), have become essential for adapting Large Language Models (LLMs) to downstream tasks. Whi…
cs.AI2025
Understanding Financial Reasoning in AI: A Multimodal Benchmark and Error Learning Approach
Shuangyan Deng, Haizhou Peng, Jiachen Xu +3
Effective financial reasoning demands not only textual understanding but also the ability to interpret complex visual data such as charts, tables, and trend graphs. This paper intr…