Reference: https://arxiv.org/pdf/2401.04398.pdf

Summary

• Working with table is hard
• Generic Reasoning, won't work, mostly due to difficulty in extractions
• Program-aided Reasoning, won't work, due to format of the data
• Propose Chain-of-thought approach, by let LLM plan dynamically based on the given pool, till answer derived.
• As a result, CoTable outperforms all generic reasoning methods and program-aided reasoning methods.

#llm #prompting