Yonggang Zhang
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126
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NLP×1ML×1
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2026
Scaling Multi-Hop Training Data via Graph-Constrained Path Selection
The paper proposes a graph-constrained approach to scale multi-hop training data by decoupling path discovery from path verbalization, significantly expanding the usable corpus size for LLMs.
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Papers
cs.CLcs.LGRecentMay 29, 2026
Scaling Multi-Hop Training Data via Graph-Constrained Path Selection
Pengyu Chen, Yonggang Zhang, Mingming Chen, Jun Song +2 more
The paper proposes a graph-constrained approach to scale multi-hop training data by decoupling path discovery from path verbalization, significantly expanding the usable corpus size for LLMs.
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