2 papers
cs.AI2026
MedHarnessBench: A Unified Benchmark for Healthcare Agent Evaluation
Rui Tang, Hongqiu Wang
Healthcare agents must transform longitudinal clinical evidence into reliable actions through heterogeneous tools and stateful workflows, conditions under which model-centric syste…
cs.IR2026
Self-improving data synthesis enables scalable adaptation of embedding models
Zucan Lyu, Rui Tang, Jianlyu Chen +3
AI agents require specialised retrieval across domains and tasks, but adapting embedding models is constrained by costly manual training-data design. Here we introduce SYNTRA, a se…