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interventional-reasoning-llms's Introduction

Interventional Reasoning of LLMs

A benchmark to assess and analyze the interventional causal reasoning capability of Large Language Models.

Example script commands

  • To generate prompts:
    python ./scripts/generate_prompts.py --vt cs -t 5 --vc 3 --dp experiments/prompts
  • To query LLMs:
    python ./scripts/run_gpt.py -m gpt-4-turbo-preview -p "./experiments/prompts/prompt_rchar_1709153316" -r ./experiments/results/ -i 1

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