Research Papers

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Do Large Language Models Need Semantic Representations?

Zhijing Jin|Yuen Chen|Fernando Gonzalez|Jiarui Liu|Jiayi Zhang|Julian Michael|Bernhard Schölkopf|Mona Diab

Unlocking Semantic Communication: How Transformers Revolutionize Data Transmission

Matin Mortaheb|Erciyes Karakaya|Mohammad A. Amir Khojastepour|Sennur Ulukus

Can AI Tell the Truth? The Quest for Factual LLMs

Sheng-Chieh Lin|Luyu Gao|Barlas Oguz|Wenhan Xiong|Jimmy Lin|Wen-tau Yih|Xilun Chen

Self-Driving with AI: Can LLMs Really Steer?

Shihao Wang|Zhiding Yu|Xiaohui Jiang|Shiyi Lan|Min Shi|Nadine Chang|Jan Kautz|Ying Li|Jose M. Alvarez

Can AI Learn to Use Tools Like We Do?

Murtaza Dalal|Tarun Chiruvolu|Devendra Chaplot|Ruslan Salakhutdinov

Unlocking AI’s Potential: Supercharging Knowledge Graph Reasoning

Tianle Xia|Liang Ding|Guojia Wan|Yibing Zhan|Bo Du|Dacheng Tao

WitheredLeaf: Catching Tricky Bugs with the Power of LLMs

Hongbo Chen|Yifan Zhang|Xing Han|Huanyao Rong|Yuheng Zhang|Tianhao Mao|Hang Zhang|XiaoFeng Wang|Luyi Xing|Xun Chen

Generative AI: Cybersecurity's Double-Edged Sword

Shivani Metta|Isaac Chang|Jack Parker|Michael P. Roman|Arturo F. Ehuan

Unlocking Insights from Crohn's Disease Radiology Reports with AI

Liam Hazan|Gili Focht|Naama Gavrielov|Roi Reichart|Talar Hagopian|Mary-Louise C. Greer|Ruth Cytter Kuint|Dan Turner|Moti Freiman

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