Research Papers

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Decoding AI Minds: How Meta-Models Explain LLMs

Anthony Costarelli|Mat Allen|Severin Field

Unlocking AI Privacy: Running LLMs on Encrypted Data

Donghwan Rho|Taeseong Kim|Minje Park|Jung Woo Kim|Hyunsik Chae|Jung Hee Cheon|Ernest K. Ryu

Supercharging LLMs: How Dynamic Data Mixing Boosts AI Performance

Simin Fan|David Grangier|Pierre Ablin

Can AI Really Know? Redefining Knowledge for LLMs

Constanza Fierro|Ruchira Dhar|Filippos Stamatiou|Nicolas Garneau|Anders Søgaard

Cut the Crap: Making Multi-Agent LLMs More Efficient

Guibin Zhang|Yanwei Yue|Zhixun Li|Sukwon Yun|Guancheng Wan|Kun Wang|Dawei Cheng|Jeffrey Xu Yu|Tianlong Chen

Can AI Grasp Legal Theories? Exploring Multi-Agent Collaboration

Weikang Yuan|Junjie Cao|Zhuoren Jiang|Yangyang Kang|Jun Lin|Kaisong Song|tianqianjin lin|Pengwei Yan|Changlong Sun|Xiaozhong Liu

BrainTransformers: Merging Spiking Neural Networks with LLMs

Zhengzheng Tang|Eva Zhu

Unlocking AI: The Unexpected Link Between Chaos and Intelligence

Shiyang Zhang|Aakash Patel|Syed A Rizvi|Nianchen Liu|Sizhuang He|Amin Karbasi|Emanuele Zappala|David van Dijk

LLMs Enhance Medical Image Segmentation: MedVisionLlama

Gurucharan Marthi Krishna Kumar|Aman Chadha|Janine Mendola|Amir Shmuel

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