2 papers
cs.CL2025
TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs
Shuyi Liu, Yuming Shang, Xi Zhang
Retrieval-Augmented Generation (RAG) has emerged as a powerful framework for enhancing the capabilities of Large Language Models (LLMs) by integrating retrieval-based methods with…
cs.CL2025
JailBench: A Comprehensive Chinese Security Assessment Benchmark for Large Language Models
Shuyi Liu, Simiao Cui, Haoran Bu +2
Large language models (LLMs) have demonstrated remarkable capabilities across various applications, highlighting the urgent need for comprehensive safety evaluations. In particular…