FinSage: A Multi-aspect RAG System for Financial Filings Question Answering

no code implementations • 20 Apr 2025 • Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Muzhi Li, Zhuhong Li, Hailin He, Yuchen Hua, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Ling Zhou

Leveraging large language models in real-world settings often entails a need to utilize domain-specific data and tools in order to follow the complex regulations that need to be followed for acceptable use.

Question Answering RAG +2

Faster-GCG: Efficient Discrete Optimization Jailbreak Attacks against Aligned Large Language Models

no code implementations • 20 Oct 2024 • Xiao Li, Zhuhong Li, Qiongxiu Li, Bingze Lee, Jinghao Cui, Xiaolin Hu

Despite the success of GCG, we find it suboptimal, requiring significantly large computational costs, and the achieved jailbreaking performance is limited.