@InProceedings{cao-EtAl:2026:wmt,
  author    = {Cao, Xiayu  and  Li, Baohang  and  Yuan, Zekun  and  Ye, Zekai  and  Feng, Xiaocheng},
  title     = {SCIR-TG-MT's Submission for the WMT 2026 General Machine Translation Task},
  booktitle      = {Proceedings of the Eleventh Conference on Machine Translation},
  month          = {October},
  year           = {2026},
  address        = {Budapest, Hungary},
  publisher      = {Association for Computational Linguistics},
  pages     = {1220--1227},
  abstract  = {This paper presents SCIR-TG-MT, our primary submission (ID 44) to the unconstrained track of the WMT 2026 General Machine Translation shared task. The system covers ten translation directions using DeepSeek-V4-Pro and STRIDE (Structured Translation with Risk-Informed Directional Execution), an OpenCode translation skill. STRIDE converts source-side evidence and task instructions into a translation contract, an execution route, generation constraints, and selected checks. On five WMT25 development directions, STRIDE raises average SacreBLEU from 31.24 to 31.80 and COMET-22 from 83.61 to 84.17. A cumulative ablation on three directions separates the effects of routing, controls, and validation.},
  url       = {https://aclanthology.org/2026.wmt-1.61}
}