Icard, Thomas

On the Opportunities and Risks of Foundation Models

Bommasani, R., Hudson, D. A., Adeli, E., Altman, R., Arora, S., von Arx, S., Bernstein, M. S., Bohg, J., Bosselut, A., Brunskill, E., et al. (2021) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 2,676

Holistic Evaluation of Language Models

Liang, P., Bommasani, R., Lee, T., Tsipras, D., Soylu, D., Yasunaga, M., Zhang, Y., Narayanan, D., Wu, Y., Kumar, A., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 255

On Pearl’s Hierarchy and the Foundations of Causal Inference

Bareinboim, E., Correa, J. D., Ibeling, D., & Icard, T. (2022) · Probabilistic and Causal Inference

Bayesian Modeling and Causal InferenceAdvanced Causal Inference Techniques

Cited by 174

Normality and actual causal strength

Icard, T. F., Kominsky, J. F., & Knobe, J. (2017) · Cognition

Bayesian Modeling and Causal InferenceLogic, Reasoning, and Knowledge

Cited by 155

Causal abstractions of neural networks

Geiger, A., Lu, H., Icard, T., & Potts, C. (2021) · arXiv

Explainable Artificial Intelligence (XAI)Bayesian Modeling and Causal Inference

Cited by 45

Interpretability at Scale: Identifying Causal Mechanisms in Alpaca

Wu, Z., Geiger, A., Icard, T., Potts, C., & Goodman, N. D. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Philosophy of Biology and Scientific Explanation

Cited by 14

Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability

Geiger, A., Ibeling, D., Zur, A., Chaudhary, M., Chauhan, S., Huang, J., Arora, A., Wu, Z., Goodman, N., Potts, C., et al. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 11

A Topological Perspective on Causal Inference

Ibeling, D., & Icard, T. (2021) · arXiv

Bayesian Modeling and Causal InferencePhilosophy of Biology and Scientific Explanation

Cited by 4

Belief in the Machine: Investigating Epistemological Blind Spots of Language Models

Suzgun, M., Gur, T., Bianchi, F., Ho, D. E., Icard, T., Jurafsky, D., & Zou, J. (2024) · arXiv

Logic, Reasoning, and KnowledgeTopic Modeling

Cited by 3