Research Papers

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Can AI Learn to Ask Better Questions? Enhancing LLMs with Information Gain

Davide Mazzaccara|Alberto Testoni|Raffaella Bernardi

Can LLMs Learn New Languages Without Forgetting Old Ones?

Tianhao Li|Shangjie Li|Binbin Xie|Deyi Xiong|Baosong Yang

Unlocking AI's Potential: How LLMs Learn to Use Tools

Qiancheng Xu|Yongqi Li|Heming Xia|Wenjie Li

Unlocking Medical AI: How MedCare Fuels Next-Gen Healthcare

Yusheng Liao|Shuyang Jiang|Zhe Chen|Yanfeng Wang|Yu Wang

Unlocking the Power of Generative AI Systems

Jakub M. Tomczak

Unlocking AI’s Potential: Boosting Accuracy with Entropy-Based Decoding

Zexuan Qiu|Zijing Ou|Bin Wu|Jingjing Li|Aiwei Liu|Irwin King

Unlocking Narratives: How AI Masters Long-Form Text

André V. Duarte|João Marques|Miguel Graça|Miguel Freire|Lei Li|Arlindo L. Oliveira

Making Robots Diversity-Aware with AI

Lucrezia Grassi|Carmine Tommaso Recchiuto|Antonio Sgorbissa

Unlocking the Power of AI: Retrieval-Style Learning for Few-Shot Text Classification

Huiyao Chen|Yu Zhao|Zulong Chen|Mengjia Wang|Liangyue Li|Meishan Zhang|Min Zhang

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