Research Papers

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Taming Overconfident AI: How Adaptive Temperature Scaling Calibrates LLMs

Johnathan Xie|Annie S. Chen|Yoonho Lee|Eric Mitchell|Chelsea Finn

Can AI Forecast the Future? The ForecastBench Test

Ezra Karger|Houtan Bastani|Chen Yueh-Han|Zachary Jacobs|Danny Halawi|Fred Zhang|Philip E. Tetlock

Unlocking Financial AI: Building Powerful LLMs Without Training Data

Masanori Hirano|Kentaro Imajo

The Secret to Editing Multimodal AI: A Unified Approach

Kaihang Pan|Zhaoyu Fan|Juncheng Li|Qifan Yu|Hao Fei|Siliang Tang|Richang Hong|Hanwang Zhang|Qianru Sun

Why AI Keeps Repeating Itself (And How to Fix It)

Huangyu Dai|Ben Chen|Kaidi Chen|Ying Han|Zihan Liang|Wen Jiang

Unlocking Accent Adaptation: Supercharging AI Speech Recognition

Bingshen Mu|Kun Wei|Qijie Shao|Yong Xu|Lei Xie

Unlocking AI’s Potential: How to Assemble LLMs for Superior Performance

Shuhao Chen|Weisen Jiang|Baijiong Lin|James T. Kwok|Yu Zhang

TransAgent: AI Agents That Translate Code

Zhiqiang Yuan|Weitong Chen|Hanlin Wang|Kai Yu|Xin Peng|Yiling Lou

How to Evaluate AI Summaries: A New Benchmark

Yuho Lee|Taewon Yun|Jason Cai|Hang Su|Hwanjun Song

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