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Multi-Chain Reasoning (MCR) allows answering complex by introducing a meta-reasoner which reasons over multiple CoTs. MCR can mainly be useful in answering complex questions in which multiple answering strategies are possible.

If you are interested in running MCR, check out our demo notebook.

To evaluate MCR, we provide our dataset readers and evaluators. Code to run end-to-end experiments be released soon.

bibtex
@article{yoran-etal-2023-answering,
    title={Answering Questions by Meta-Reasoning over Multiple Chains of Thought}, 
    author={Ori Yoran and Tomer Wolfson and Ben Bogin and Uri Katz and Daniel Deutch and Jonathan Berant},
    year={2023},
    eprint={2304.13007},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}