Yu Zhou

CausalBN-Bench: A Comprehensive Benchmark for Causal Learning Capability of LLMs

CausalBN-Bench incorporates background knowledge and training data into prompts to thoroughly unlock LLM'text-comprehension ability during evaluation, whose findings indicate that, LLM understand causality through semantic associations with distinct entities, rather than directly from contextual information or numerica...