no code implementations • 9 Mar 2024 • Wangtao Sun, Haotian Xu, Xuanqing Yu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu
Although Large Language Models (LLMs) are showing impressive performance on a wide range of Natural Language Processing tasks, researchers have found that they still have limited ability to conduct induction.
no code implementations • 8 Mar 2024 • Wangtao Sun, Shizhu He, Jun Zhao, Kang Liu
With good explanatory power and controllability, rule-based methods play an important role in many tasks such as knowledge reasoning and decision support.
1 code implementation • 13 Nov 2023 • Wangtao Sun, Xuanqing Yu, Shizhu He, Jun Zhao, Kang Liu
Black-box Large Language Models (LLMs) have shown great power in solving various tasks and are considered general problem solvers.