Evaluating the Moral Beliefs Encoded in LLMs N Scherrer, C Shi, A Feder, D Blei Advances in Neural Information Processing Systems (Spotlight) 36, 2024 | 43 | 2024 |
Learning Neural Causal Models with Active Interventions N Scherrer, O Bilaniuk, Y Annadani, A Goyal, P Schwab, B Schölkopf, ... NeurIPS 2021, WHY-21 Workshop, 2021 | 39 | 2021 |
Variational Causal Networks: Approximate Bayesian Inference over Causal Structures Y Annadani, J Rothfuss, A Lacoste, N Scherrer, A Goyal, Y Bengio, ... KDD 2021, Workshop for Bayesian Causal Inference for Real World Interactive …, 2021 | 33 | 2021 |
Uncovering Mesa-Optimization Algorithms in Transformers J von Oswald, E Niklasson, M Schlegel, S Kobayashi, N Zucchet, ... arXiv preprint arXiv:2309.05858, 2023 | 28* | 2023 |
Improved Segmentation and Detection Sensitivity of Diffusion-Weighted Stroke Lesions with Synthetically Enhanced Deep Learning C Federau, S Christensen, N Scherrer, JM Ospel, V Schulze-Zachau, ... Radiology: Artificial Intelligence 2 (5), 2020 | 22 | 2020 |
FinanceBench: A New Benchmark For Financial Question Answering P Islam, A Kannappan, D Kiela, R Qian, N Scherrer, B Vidgen arXiv preprint arXiv:2311.11944, 2023 | 14 | 2023 |
SimpleSafetyTests: A Test Suite for Identifying Critical Safety Risks in Large Language Models B Vidgen, N Scherrer, HR Kirk, R Qian, A Kannappan, SA Hale, P Röttger arXiv preprint arXiv:2311.08370, 2023 | 8 | 2023 |
On the Generalization and Adaption Performance of Causal Models N Scherrer, A Goyal, S Bauer, Y Bengio, NR Ke ICML 2022 - Workshop on Spurious Correlations, Invariance and Stability, 2022 | 7 | 2022 |
Introducing v0.5 of the AI Safety Benchmark from MLCommons B Vidgen, A Agrawal, AM Ahmed, V Akinwande, N Al-Nuaimi, N Alfaraj, ... arXiv preprint arXiv:2404.12241, 2024 | 3 | 2024 |
Trust Your : Gradient-based Intervention Targeting for Causal Discovery M Olko, M Zając, A Nowak, N Scherrer, Y Annadani, S Bauer, Ł Kuciński, ... Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
Federated Causal Discovery from Interventional and Observational Data A Abyaneh, N Scherrer, P Schwab, S Bauer, B Schölkopf, A Mehrjou arXiv preprint arXiv:2211.03846, 2022 | 2 | 2022 |
Radial Matrix Constraint Influences Tissue Contraction and Promotes Maturation of Bi-Layered Skin Equivalents J Polak, D Sachs, N Scherrer, A Süess, H Liu, M Levesque, S Werner, ... Biomaterials Advances, 2023 | | 2023 |