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ALFWorld
anchor
Findings
IC-1330
All 20 evaluated LLMs improve in multi-turn task-solving with additional tool-use turns and GPT-4-simulated language feedback
[eval]
IC-552
GPT-4, Llama-3.1-8B, and Qwen-2-72B all improve on ALFWorld and WebShop when given a generated workflow as structured prior knowledge
[eval]