Chip

Chip is the NL2Hull ship-design decision model family. It adapts a Kev-style typed decision interface to Chinese natural-language ship-form editing requests and predicts probability distributions over ordered editing decisions.

The released 0.8-billion-parameter adapter is available at wenhuahuo/chip-0.8b. The model is designed to be used with the NL2Hull repository and the Ship Design Decision Dataset.

Paper

The model and evaluation protocol are described in NL2Hull: A Natural Language-Driven Constrained Ship Design Decision Framework.

Citation

@article{huo2026nl2hull,
  title         = {NL2Hull: A Natural Language-Driven Constrained Ship Design Decision Framework},
  author        = {Huo, Wenhua and Han, Fenglei and Zhao, Wangyuan and Wu, Jialin and Han, Jiayi},
  year          = {2026},
  eprint        = {2610.09896},
  archivePrefix = {arXiv},
  primaryClass  = {cs.AI},
  url           = {https://arxiv.org/abs/2610.09896}
}