WebWalker: Benchmarking LLMs in Web Traversal ACL

Jialong Wu | Wenbiao Yin | Yong Jiang | Zhenglin Wang | Zekun Xi | Runnan Fang | Linhai Zhang | Yulan He | Deyu Zhou | Pengjun Xie | Fei Huang |

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ACL

Congzhi Zhang | Jiawei Peng | Zhenglin Wang | Yilong Lai | Haowen Sun | Heng Chang | Fei Ma | Weijiang Yu |

SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation ACL

Jialong Wu | Zhenglin Wang | Linhai Zhang | Yilong Lai | Yulan He | Deyu Zhou |