Research Papers

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Can LLMs Really Grasp Graphs? Introducing GUNDAM

Sheng Ouyang|Yulan Hu|Ge Chen|Yong Liu

Do LLMs Really Need Preference Alignment to be Great Translators?

Hippolyte Gisserot-Boukhlef|Ricardo Rei|Emmanuel Malherbe|Céline Hudelot|Pierre Colombo|Nuno M. Guerreiro

Can AI Be Taught to Say No? Training LLMs to Resist Adversarial Attacks

Lei Yu|Virginie Do|Karen Hambardzumyan|Nicola Cancedda

Shrinking Giant AI: How to Fit LLMs on Your Phone

Zining Zhang|Yao Chen|Bingsheng He|Zhenjie Zhang

Unlocking AI’s Potential: How Federated Learning Boosts Domain-Specific LLMs

Zezhou Wang|Yaxin Du|Zhuzhong Qian|Siheng Chen

Unlocking Medical Insights: AI Tackles Non-English Radiology Reports

Vincent Beliveau|Helene Kaas|Martin Prener|Claes N. Ladefoged|Desmond Elliott|Gitte M. Knudsen|Lars H. Pinborg|Melanie Ganz

Democratizing Data: The 1 Trillion Token Platform

Chanjun Park|Hyunsoo Ha|Jihoo Kim|Yungi Kim|Dahyun Kim|Sukyung Lee|Seonghoon Yang

Can AI Remember Your Life? Building Digital Brains for Personal Assistants

Zeyu Zhang|Quanyu Dai|Luyu Chen|Zeren Jiang|Rui Li|Jieming Zhu|Xu Chen|Yi Xie|Zhenhua Dong|Ji-Rong Wen

Unlocking LLM Potential: Training-Free Supercharging with Reference Trustable Decoding

Luohe Shi|Yao Yao|Zuchao Li|Lefei Zhang|Hai Zhao

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