Search Results for author: Wangtao Sun

Found 3 papers, 1 papers with code

ItD: Large Language Models Can Teach Themselves Induction through Deduction

no code implementations9 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.

From Chain to Tree: Refining Chain-like Rules into Tree-like Rules on Knowledge Graphs

no code implementations8 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.

Knowledge Graphs Link Prediction

ExpNote: Black-box Large Language Models are Better Task Solvers with Experience Notebook

1 code implementation13 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.

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