Research Papers

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Keeping AI Safe: How to Stop Toxic Prompts

Yi Liu|Junzhe Yu|Huijia Sun|Ling Shi|Gelei Deng|Yuqi Chen|Yang Liu

Can LLMs Judge Code? A Deep Dive into AI-Powered Validation

Zachariah Sollenberger|Jay Patel|Christian Munley|Aaron Jarmusch|Sunita Chandrasekaran

The AI Doctor Will See You Now: How LLMs Are Transforming Healthcare

Nikita Neveditsin|Pawan Lingras|Vijay Mago

MARLIN: Making LLMs Faster and Cheaper

Elias Frantar|Roberto L. Castro|Jiale Chen|Torsten Hoefler|Dan Alistarh

Unlocking the Secrets of Super-Long Context for LLMs

Zhenyu Li|Yike Zhang|Tengyu Pan|Yutao Sun|Zhichao Duan|Junjie Fang|Rong Han|Zixuan Wang|Jianyong Wang

Unlocking Lean & Mean LLMs: 4x Faster Transformer Training

Pihe Hu|Shaolong Li|Longbo Huang

Exposing AI’s Achilles’ Heel: Language Confusion in Multilingual Models

Yiyi Chen|Russa Biswas|Heather Lent|Johannes Bjerva

Unlocking Telecom's Secrets: How AI Masters Complex Standards

Omar Erak|Nouf Alabbasi|Omar Alhussein|Ismail Lotfi|Amr Hussein|Sami Muhaidat|Merouane Debbah

Can AI Learn Your Personality? Exploring Personalized LLMs

Minjun Zhu|Linyi Yang|Yue Zhang

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