Language models can learn implicit multi-hop reasoning, but only if they have lots of training data

Yao, Yuekun; Du, Yupei; Zhu, Dawei; Hahn*, Michael; Koller*, Alexander

by Yuekun Yao, Yupei Du, Dawei Zhu, Michael Hahn*, Alexander Koller*

Reference:

Language models can learn implicit multi-hop reasoning, but only if they have lots of training dataYuekun Yao, Yupei Du, Dawei Zhu, Michael Hahn*, Alexander Koller*Empirical Methods in Natural Language Processing (EMNLP), 2025.

Bibtex Entry:

@inproceedings{yao2025khop,
      title={Language models can learn implicit multi-hop reasoning, but only if they have lots of training data},
      author={Yuekun Yao and Yupei Du and Dawei Zhu and Michael Hahn* and Alexander Koller*},
      year={2025},
	booktitle={Empirical Methods in Natural Language Processing (EMNLP)},
      eprint={2505.17923},
      archivePrefix={arXiv},
      month={january},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2505.17923},
}