Papers with zero-shot causal reasoning
Do large language models and humans have similar behaviours in causal inference with script knowledge? (2024.starsem-1)
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| Challenge: | Recent studies show pre-trained language models have superior language understanding abilities, including zero-shot causal reasoning. |
| Approach: | They used a script-based story to manipulate event B in a story which causally depends on a previous event A. |
| Outcome: | The results show that only recent LLMs, like GPT-3 or Vicuna, correlate with human behavior in the A B condition. |