Research Papers

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Can We Edit AI’s Mind? The Perils of Knowledge Editing

Cheng-Hsun Hsueh|Paul Kuo-Ming Huang|Tzu-Han Lin|Che-Wei Liao|Hung-Chieh Fang|Chao-Wei Huang|Yun-Nung Chen

Unlocking Fluency: How Dictionaries Supercharge AI Translation

Yongjing Yin|Jiali Zeng|Yafu Li|Fandong Meng|Yue Zhang

Can AI Keep Your Data Safe and Private?

Toan V. Tran|Li Xiong

Unlocking AI’s Potential: How Data Diversity Fuels Better Language Models

Yuda Song|Gokul Swamy|Aarti Singh|J. Andrew Bagnell|Wen Sun

How AI Understands the Hierarchy of Concepts

Kiho Park|Yo Joong Choe|Yibo Jiang|Victor Veitch

Making LLMs Faster and Leaner: The SUBLLM Architecture

Quandong Wang|Yuxuan Yuan|Xiaoyu Yang|Ruike Zhang|Kang Zhao|Wei Liu|Jian Luan|Daniel Povey|Bin Wang

Securing LLMs: How to Align AI Without Costly Training

Haozheng Luo|Jiahao Yu|Wenxin Zhang|Jialong Li|Jerry Yao-Chieh Hu|Xinyu Xing|Han Liu

Unlocking AI’s Potential: How Graph Networks Supercharge LLMs

Zijian Li|Qingyan Guo|Jiawei Shao|Lei Song|Jiang Bian|Jun Zhang|Rui Wang

Do Large Language Models Really Think Like Our Brains?

Ebrahim Feghhi|Nima Hadidi|Bryan Song|Idan A. Blank|Jonathan C. Kao

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