Research Papers

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Trimming the Fat: Making LLMs Leaner and Meaner with One-Shot Pruning

Yupeng Su|Ziyi Guan|Xiaoqun Liu|Tianlai Jin|Dongkuan Wu|Graziano Chesi|Ngai Wong|Hao Yu

Can LLMs Learn Strategy? Testing AI in Complex Games

Jonathan Light|Min Cai|Weiqin Chen|Guanzhi Wang|Xiusi Chen|Wei Cheng|Yisong Yue|Ziniu Hu

Boosting LLM Performance with Minor SFT

Shiming Xie|Hong Chen|Fred Yu|Zeye Sun|Xiuyu Wu

Unlocking the Power of Collaborative Filtering with LLMs

Yuting Liu|Jinghao Zhang|Yizhou Dang|Yuliang Liang|Qiang Liu|Guibing Guo|Jianzhe Zhao|Xingwei Wang

Do Multilingual AI Models Really ‘Know’ Multiple Languages?

Maxim Ifergan|Leshem Choshen|Roee Aharoni|Idan Szpektor|Omri Abend

Robots Learn to Obey: Using Language for Dexterous Manipulation

Dayou Li|Chenkun Zhao|Shuo Yang|Lin Ma|Yibin Li|Wei Zhang

Unlocking AI’s Potential: Building Better Instruction Data

Shu Chen|Xinyan Guan|Yaojie Lu|Hongyu Lin|Xianpei Han|Le Sun

The Hidden Dangers Lurking in Safe AI

Haoyu Wang|Bingzhe Wu|Yatao Bian|Yongzhe Chang|Xueqian Wang|Peilin Zhao

Can AI Really Forget? Unmasking the Truth About Unlearning in LLMs

Hongbang Yuan|Zhuoran Jin|Pengfei Cao|Yubo Chen|Kang Liu|Jun Zhao

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