Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads - Wu, Zhoutong; Zhang, Yuan; Dong, Yiming; Zhang, Chenheng; Fang, Cong; Yuan, Kun; Lin, Zhouchen (Advances in Neural Information Processing Systems, 2025)