Neuro-Symbolic Forward Reasoning

Neuro-Symbolic Forward Reasoning

18 October 2021

Kristian Kersting

Papers citing "Neuro-Symbolic Forward Reasoning"

13 / 13 papers shown

Title
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends Xin Zhang Victor S. Sheng AI4TS 34 4 0 07 Nov 2024
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning Hikaru Shindo Quentin Delfosse D. Dhami Kristian Kersting 43 3 0 15 Oct 2024
Logically Consistent Language Models via Neuro-Symbolic Integration Diego Calanzone Stefano Teso Antonio Vergari LRM 76 6 0 09 Sep 2024
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs Siyuan Wang Zhongyu Wei Yejin Choi Xiang Ren ReLM ELM LRM 16 20 0 18 Feb 2024
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 20 7 0 15 Sep 2023
Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction Quentin Delfosse Hikaru Shindo D. Dhami Kristian Kersting 27 35 0 02 Jun 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Kang Liu Jun Zhao 28 5 0 04 Apr 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 22 0 0 23 Mar 2023
Neural Meta-Symbolic Reasoning and Learning Zihan Ye Hikaru Shindo D. Dhami Kristian Kersting NAI LRM 23 1 0 21 Nov 2022
ILLUME: Rationalizing Vision-Language Models through Human Interactions Manuel Brack P. Schramowski Bjorn Deiseroth Kristian Kersting VLM MLLM 24 3 0 17 Aug 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Muhammad Hassan Haifei Guan Aikaterini Melliou Yuqi Wang Qianhui Sun ... Qi Huang Jiefu Tan Qinwang Xing Peiwu Qin Dongmei Yu NAI 34 14 0 31 Jul 2022
Differentiable Inductive Logic Programming for Structured Examples Hikaru Shindo Masaaki Nishino Akihiro Yamamoto NAI 40 29 0 02 Mar 2021
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence Andreas Holzinger Anna Saranti Heimo Mueller 38 10 0 28 Feb 2021