Research Papers

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How Human Feedback Improves AI Meeting Summaries

Margaret Kroll|Kelsey Kraus

Supercharging LLM Inference: How LAMPS Speeds Up AI

Rana Shahout|Cong Liang|Shiji Xin|Qianru Lao|Yong Cui|Minlan Yu|Michael Mitzenmacher

Turbocharging LLM Training with Asynchronous RLHF

Michael Noukhovitch|Shengyi Huang|Sophie Xhonneux|Arian Hosseini|Rishabh Agarwal|Aaron Courville

Building Smarter AI: The LEGO Block Approach

Shrenik Bhansali|Alwin Jin|Tyler Lizzo|Larry Heck

Can AI Hack Your Network?

Kade M. Heckel|Adrian Weller

Do Multimodal LLMs Really Perceive?

Kim Sung-Bin|Oh Hyun-Bin|JungMok Lee|Arda Senocak|Joon Son Chung|Tae-Hyun Oh

Can AI Truly Be Creative in Math?

Junyi Ye|Jingyi Gu|Xinyun Zhao|Wenpeng Yin|Guiling Wang

Boosting LLM Inference Speed with Speculative Decoding

Sudhanshu Agrawal|Wonseok Jeon|Mingu Lee

Making AI More Trustworthy: Fighting Hallucinations

Yiqing Xie|Wenxuan Zhou|Pradyot Prakash|Di Jin|Yuning Mao|Quintin Fettes|Arya Talebzadeh|Sinong Wang|Han Fang|Carolyn Rose|Daniel Fried|Hejia Zhang

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