no code implementations • 14 Apr 2024 • Ruixin Yang, Dheeraj Rajagopal, Shirley Anugrah Hayati, Bin Hu, Dongyeop Kang
Uncertainty estimation is a significant issue for current large language models (LLMs) that are generally poorly calibrated and over-confident, especially with reinforcement learning from human feedback (RLHF).
no code implementations • 21 Nov 2023 • Raymond Li, Ruixin Yang, Wen Xiao, Ahmed Aburaed, Gabriel Murray, Giuseppe Carenini
While transformer-based models have achieved state-of-the-art results in a variety of classification and generation tasks, their black-box nature makes them challenging for interpretability.
1 code implementation • 26 May 2023 • Ruibo Liu, Ruixin Yang, Chenyan Jia, Ge Zhang, Denny Zhou, Andrew M. Dai, Diyi Yang, Soroush Vosoughi
Social alignment in AI systems aims to ensure that these models behave according to established societal values.
no code implementations • 8 May 2023 • Junchang Sun, Shuai Ma, Ruixin Yang, Yang Tingting, Shiyin Li
Unmanned aerial vehicle (UAV) holds immense potential in integrated sensing and communication (ISAC) systems for the Internet of Things (IoT).