3 papers
cs.MM2026
EmergencyBias: Bias in Text-to-Image Models under Emergency Scenarios
Haibo Tang, Linqi Zhang, Hongxin Huan +2
Bias in Text-to-Image (T2I) generation has become an important problem in multimedia content creation and communication. However, existing studies have primarily focused on relativ…
cs.CL2026
INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models
Changyu Chen, Chenwei Lin, Xian Xu
Large Language Models (LLMs) have shown strong potential in financial reasoning, but existing benchmarks often evaluate domain knowledge, numerical reasoning, long-context understa…
cs.CV2025
INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance
Chenwei Lin, Hanjia Lyu, Xian Xu +1
Large Vision-Language Models (LVLMs) and Multimodal Large Language Models (MLLMs) have demonstrated outstanding performance in various general multimodal applications and have show…