2024
Teaching causal reasoning to language models
Large language models (LLMs) have demonstrated remarkable accuracy in identifying cause-and-effect relationships across diverse …
2023
Causality and Large Language Models: A new frontier
A key challenge in conducting causal analyses is that identifying the correct assumptions, such as the causal graph, needs considerable …
2020
Causal Inference in Recommender Systems
What is the impact of a recommender system? In a typical three-way interaction between users, items and the platform, a recommender …
2019
The impact of computing systems | Causal inference in practice
Computing and machine learning systems are affecting almost all parts of our lives and the society at large. How do we formulate and …
