Research Papers

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Steering Clear of Jailbreaks: Guiding LLMs to Safety

Jiawei Zhao|Kejiang Chen|Xiaojian Yuan|Weiming Zhang

Can AI Clean Up Messy Data? LLMs for Better Recommendations

Bohao Wang|Feng Liu|Changwang Zhang|Jiawei Chen|Yudi Wu|Sheng Zhou|Xingyu Lou|Jun Wang|Yan Feng|Chun Chen|Can Wang

The Hidden Bias Lurking in LLMs

Abeer Aldayel|Areej Alokaili|Rehab Alahmadi

Boosting AI Accuracy: Training Edge Classifiers with LLMs

David Farr|Nico Manzonelli|Iain Cruickshank|Jevin West

Unlocking Better Recommendations: How LLMs and Collaborative Models Can Work Together

Xihong Yang|Heming Jing|Zixing Zhang|Jindong Wang|Huakang Niu|Shuaiqiang Wang|Yu Lu|Junfeng Wang|Dawei Yin|Xinwang Liu|En Zhu|Defu Lian|Erxue Min

Unlocking AI’s Potential: How FactorLLM Makes LLMs Faster and Smarter

Zhongyu Zhao|Menghang Dong|Rongyu Zhang|Wenzhao Zheng|Yunpeng Zhang|Huanrui Yang|Dalong Du|Kurt Keutzer|Shanghang Zhang

Do Students Prefer ChatGPT or Google for SQL?

Harsh Kumar|Mohi Reza|Jeb Mitchell|Ilya Musabirov|Lisa Zhang|Michael Liut

Can AI Diagnose Rare Diseases? A New Benchmark Holds the Answer

Guanchu Wang|Junhao Ran|Ruixiang Tang|Chia-Yuan Chang|Chia-Yuan Chang|Yu-Neng Chuang|Zirui Liu|Vladimir Braverman|Zhandong Liu|Xia Hu

W-RAG: Supercharging AI Question Answering

Jinming Nian|Zhiyuan Peng|Qifan Wang|Yi Fang

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