3 papers
cs.CE2025
Agentar-DeepFinance-100K: A Large-Scale Financial Dataset via Systematic Chain-of-Thought Synthesis Optimization
Xiaoke Zhao, Zhaowen Zhou, Lin Chen +12
Recent advancements in large language models (LLMs) have demonstrated remarkable general reasoning capabilities, holding significant potential for applications in the financial dom…
cs.CL2025
RWKV-X: A Linear Complexity Hybrid Language Model
Haowen Hou, Zhiyi Huang, Kaifeng Tan +2
In this paper, we introduce RWKV-X, a novel hybrid architecture that combines the efficiency of RWKV for short-range modeling with a sparse attention mechanism designed to capture…
cs.LG2025
Lifelong Reinforcement Learning with Similarity-Driven Weighting by Large Models
Zhiyi Huang, Xiaohan Shan, Jianmin Li
Lifelong Reinforcement Learning (LRL) holds significant potential for addressing sequential tasks, but it still faces considerable challenges. A key difficulty lies in effectively…