Research Papers

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Are LLMs Too Big? Unmasking Hidden Efficiency in Text Encoding

Thennal D K|Tim Fischer|Chris Biemann

Unlocking AI’s Potential: How Toolshed Supercharges LLMs

Elias Lumer|Vamse Kumar Subbiah|James A. Burke|Pradeep Honaganahalli Basavaraju|Austin Huber

Can AI Be Persuaded? Teaching Models to Resist and Accept

Elias Stengel-Eskin|Peter Hase|Mohit Bansal

Can AI Be Tricked Into Misbehaving? Exploring LLM Jailbreaks

Rui Pu|Chaozhuo Li|Rui Ha|Zejian Chen|Litian Zhang|Zheng Liu|Lirong Qiu|Xi Zhang

Beyond Keywords: The Rise of Conversational Search

Simon Lupart|Mohammad Aliannejadi|Evangelos Kanoulas

Revolutionizing Cancer Care: How AI Is Matching Patients to Life-Saving Trials

Aarsh Shekhar|Mincheol Kim

Unlocking the Power of LLMs for Smarter Sentence Embeddings

Raghuveer Thirukovalluru|Bhuwan Dhingra

Why AI Still Gets Lost in Long Documents

Runchu Tian|Yanghao Li|Yuepeng Fu|Siyang Deng|Qinyu Luo|Cheng Qian|Shuo Wang|Xin Cong|Zhong Zhang|Yesai Wu|Yankai Lin|Huadong Wang|Xiaojiang Liu

EvoPress: Dynamic LLM Compression with Evolutionary Search

Oliver Sieberling|Denis Kuznedelev|Eldar Kurtic|Dan Alistarh

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