Research Papers

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Making LLMs Safer: New Research on Adversarial Decoding

Zhengyue Zhao|Xiaoyun Zhang|Kaidi Xu|Xing Hu|Rui Zhang|Zidong Du|Qi Guo|Yunji Chen

Unlocking Long-Range Transformers: The Secret to Faster AI

Chao Lou|Zixia Jia|Zilong Zheng|Kewei Tu

Unlocking Rewards: How LLMs Teach AI to Play Atari

Timo Kaufmann|Jannis Blüml|Antonia Wüst|Quentin Delfosse|Kristian Kersting|Eyke Hüllermeier

Making Multilingual LLMs Faster: A New Approach

Euiin Yi|Taehyeon Kim|Hongseok Jeung|Du-Seong Chang|Se-Young Yun

WARP: Revolutionizing AI Alignment with Weight Averaging

Alexandre Ramé|Johan Ferret|Nino Vieillard|Robert Dadashi|Léonard Hussenot|Pierre-Louis Cedoz|Pier Giuseppe Sessa|Sertan Girgin|Arthur Douillard|Olivier Bachem

How "Friction" Can Help You Stop Over-Relying on AI

Katherine M. Collins|Valerie Chen|Ilia Sucholutsky|Hannah Rose Kirk|Malak Sadek|Holli Sargeant|Ameet Talwalkar|Adrian Weller|Umang Bhatt

How LLMs Are Revolutionizing Speech Translation

Sai Koneru|Thai-Binh Nguyen|Ngoc-Quan Pham|Danni Liu|Zhaolin Li|Alexander Waibel|Jan Niehues

Unlocking AI’s Multilingual Magic: The M2Lingual Breakthrough

Rishabh Maheshwary|Vikas Yadav|Hoang Nguyen|Khyati Mahajan|Sathwik Tejaswi Madhusudhan

Unlocking LLMs' Potential: How LoTA Adapts AI to Multiple Tasks

Ashwinee Panda|Berivan Isik|Xiangyu Qi|Sanmi Koyejo|Tsachy Weissman|Prateek Mittal

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