Learning by Self-Explaining

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Learning by Self-Explaining

15 September 2023

Wolfgang Stammer

Felix Friedrich

David Steinmann

Kristian Kersting

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Papers citing "Learning by Self-Explaining"

10 / 10 papers shown

Title
Object Centric Concept Bottlenecks David Steinmann Wolfgang Stammer Antonia Wüst Kristian Kersting OCL 316 1 0 30 May 2025
Joint Action Language Modelling for Transparent Policy Execution Theodor Wulff R. S. Maharjan Xinyun Chi Angelo Cangelosi 176 0 0 14 Apr 2025
Verification Learning: Make Unsupervised Neuro-Symbolic System Feasible Lin-Han Jia Wen-Chao Hu Jie-Jing Shao Lan-Zhe Guo Yu-Feng Li OffRL 171 3 0 17 Mar 2025
Interpretable end-to-end Neurosymbolic Reinforcement Learning agents Nils Grandien Quentin Delfosse Kristian Kersting OffRL 337 5 0 18 Oct 2024
BlendRL: A Framework for Merging Symbolic and Neural Policy LearningInternational Conference on Learning Representations (ICLR), 2024 Hikaru Shindo Quentin Delfosse Devendra Singh Dhami Kristian Kersting 370 10 0 15 Oct 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 265 89 0 23 Sep 2024
Right on Time: Revising Time Series Models by Constraining their Explanations Maurice Kraus David Steinmann Antonia Wüst Andre Kokozinski Kristian Kersting AI4TS 351 6 0 20 Feb 2024
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 822 442 0 18 Jan 2024
Reflective-Net: Learning from ExplanationsData mining and knowledge discovery (DMKD), 2020 Johannes Schneider Michalis Vlachos FAtt OffRL LRM 313 19 0 27 Nov 2020
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.9K 19,245 0 16 Feb 2016