Research Papers

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Unlocking Personalized Search: How AI Uses Your Textual Data

Fengran Mo|Longxiang Zhao|Kaiyu Huang|Yue Dong|Degen Huang|Jian-Yun Nie

Decoding Secrets: How Graph Structures Turbocharge LLMs

Zhuocheng Gong|Jiahao Liu|Ziyue Wang|Pengfei Wu|Jingang Wang|Xunliang Cai|Dongyan Zhao|Rui Yan

Taming the Beast: How LLMs Learn Human Values

Zhichao Wang|Bin Bi|Shiva Kumar Pentyala|Kiran Ramnath|Sougata Chaudhuri|Shubham Mehrotra|Zixu|Zhu|Xiang-Bo Mao|Sitaram Asur|Na|Cheng

When Should AI Stay Silent? Exploring the Art of Abstention in LLMs

Nishanth Madhusudhan|Sathwik Tejaswi Madhusudhan|Vikas Yadav|Masoud Hashemi

Can LLMs Outsmart Traditional Security Tools?

Xin Zhou|Duc-Manh Tran|Thanh Le-Cong|Ting Zhang|Ivana Clairine Irsan|Joshua Sumarlin|Bach Le|David Lo

Decoding LawLuo: Revolutionizing Legal Advice with AI Teamwork

Jingyun Sun|Chengxiao Dai|Zhongze Luo|Yangbo Chang|Yang Li

Is AI Translation Biased Against Non-Binary People?

Yijie Chen|Yijin Liu|Fandong Meng|Jinan Xu|Yufeng Chen|Jie Zhou

Can AI Predict Accidents? New Research Says Yes

Haicheng Liao|Yongkang Li|Chengyue Wang|Yanchen Guan|KaHou Tam|Chunlin Tian|Li Li|Chengzhong Xu|Zhenning Li

Pruning LLMs: Smaller, Faster, and (Almost) as Powerful?

Shoaib Ahmed Siddiqui|Xin Dong|Greg Heinrich|Thomas Breuel|Jan Kautz|David Krueger|Pavlo Molchanov

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