Large language models (LLMs) have demonstrated remarkable accuracy in identifying cause-and-effect relationships across diverse scientific domains. However, their ability to reason over these relationships remains a challenge. To address this, we …
A key challenge in conducting causal analyses is that identifying the correct assumptions, such as the causal graph, needs considerable manual effort. Since a causal graph cannot be learnt from data alone, domain experts face the difficult task of …