Causal Parrots: Large Language Models May Talk Causality But Are Not Causal M Zečević, M Willig, DS Dhami, K Kersting arXiv preprint arXiv:2308.13067, 2023 | 87 | 2023 |
Can Foundation Models Talk Causality? M Willig, M Zečević, DS Dhami, K Kersting arXiv preprint arXiv:2206.10591, 2022 | 24 | 2022 |
Learning to Play the Chess Variant Crazyhouse Above World Champion Level With Deep Neural Networks and Human Data J Czech, M Willig, A Beyer, K Kersting, J Fürnkranz Frontiers in artificial intelligence 3, 24, 2020 | 16 | 2020 |
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal M Willig, M ZEČEVIĆ, DS Dhami, K Kersting preprint, 2023 | 10 | 2023 |
Probing for correlations of causal facts: Large language models and causality M Willig, M Zečević, DS Dhami, K Kersting | 9 | 2023 |
Do Not Marginalize Mechanisms, Rather Consolidate! M Willig, M Zečević, D Dhami, K Kersting Advances in Neural Information Processing Systems 36, 2024 | 4 | 2024 |
Chain Versus Common Cause: Biased Causal Strength Judgments in Humans and Large Language Models A Keshmirian, M Willig, B Hemmatian, K Kersting, U Hahn, T Gerstenberg Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024 | 2 | 2024 |
Continual Causal Abstractions M Zečević, M Willig, FP Busch, J Seng AAAI Bridge Program on Continual Causality, 45-51, 2023 | 2 | 2023 |
net: Efficient Causal Modeling at Scale FP Busch, M Willig, J Seng, K Kersting, DS Dhami International Conference on Probabilistic Graphical Models, 452-469, 2024 | 1 | 2024 |
SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains H Poonia, M Willig, Z Yu, M Zečević, K Kersting, DS Dhami The 40th Conference on Uncertainty in Artificial Intelligence, 2024 | 1 | 2024 |
The Causal Loss: Driving Correlation to Imply Causation M Willig, M Zečević, DS Dhami, K Kersting arXiv preprint arXiv:2110.12066, 2021 | 1 | 2021 |
Structural Causal Circuits: Probabilistic Circuits Climbing All Rungs of Pearl's Ladder of Causation FP Busch, M Willig, M Zečević, K Kersting, DS Dhami Available at SSRN 4578551, 0 | 1 | |
Systems with Switching Causal Relations: A Meta-Causal Perspective M Willig, TN Tobiasch, FP Busch, J Seng, DS Dhami, K Kersting arXiv preprint arXiv:2410.13054, 2024 | | 2024 |
“Do Not Disturb My Circles!” Identifying the Type of Counterfactual at Hand (Short Paper) M Willig, M Zečević, K Kersting Conference on Advances in Robust Argumentation Machines, 266-275, 2024 | | 2024 |
Biased Causal Strength Judgments in Humans and Large Language Models A Keshmirian, M Willig, B Hemmatian, U Hahn, K Kersting, T Gerstenberg ICLR 2024 Workshop on Representational Alignment, 2024 | | 2024 |
Causal Concept Identification in Open World Environments M Willig, M Zečević, J Seng, FP Busch AAAI Bridge Program on Continual Causality, 52-58, 2023 | | 2023 |
Treatment Effect Estimation to Guide Model Optimization in Continual Learning J Seng, FP Busch, M Zečević, M Willig AAAI Bridge Program on Continual Causality, 38-44, 2023 | | 2023 |
Continually Updating Neural Causal Models FP Busch, J Seng, M Willig, M Zečević AAAI Bridge Program on Continual Causality, 30-37, 2023 | | 2023 |
Identifying Challenges for Generalizing to the Pearl Causal Hierarchy on Images M Zečević, M Willig, DS Dhami, K Kersting | | 2023 |
Pearl Causal Hierarchy on Image Data: Intricacies & Challenges M Zečević, M Willig, DS Dhami, K Kersting arXiv preprint arXiv:2212.12570, 2022 | | 2022 |