Research Papers

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Can AI Know When It’s Clueless? Measuring LLM Uncertainty

Qiwei Zhao|Xujiang Zhao|Yanchi Liu|Wei Cheng|Yiyou Sun|Mika Oishi|Takao Osaki|Katsushi Matsuda|Huaxiu Yao|Haifeng Chen

FreeCodec: AI Speech Compression with Fewer Tokens

Youqiang Zheng|Weiping Tu|Yueteng Kang|Jie Chen|Yike Zhang|Li Xiao|Yuhong Yang|Long Ma

Can AI Replace Financial Analysts?

Edward Li|Zhiyuan Tu|Dexin Zhou

Fixing Bugs with Federated AI: Collaborative Coding for Privacy

Wenqiang Luo|Jacky Wai Keung|Boyang Yang|He Ye|Claire Le Goues|Tegawende F. Bissyande|Haoye Tian|Bach Le

KE-Omni: Giving Large Language Models a Voice

Shuaijiang Zhao|Tingwei Guo|Bajian Xiang|Tongtang Wan|Qiang Niu|Wei Zou|Xiangang Li

Boosting 2-Bit LLM Accuracy with RILQ

Geonho Lee|Janghwan Lee|Sukjin Hong|Minsoo Kim|Euijai Ahn|Du-Seong Chang|Jungwook Choi

Unlocking Zero-Shot Speech Commands in LLMs

Ruchao Fan|Bo Ren|Yuxuan Hu|Rui Zhao|Shujie Liu|Jinyu Li

MiningGPT: An AI Breakthrough for the Mining Industry

Kurukulasooriya Fernando ana Gianluca Demartini

Building Smarter AI by Combining Expert Models

Swayambhoo Jain|Ravi Raju|Bo Li|Zoltan Csaki|Jonathan Li|Kaizhao Liang|Guoyao Feng|Urmish Thakkar|Anand Sampat|Raghu Prabhakar|Sumati Jairath

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