Author

Baosong Yang

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#natural language process... Preprint Oct 2026

Qwen-MT-Lumen at WMT2026: Instruction-Specialized Translation via Quality-Aware Training and On-Policy Distillation

We present Lumen, The open-source model is available at, our submission to the WMT 2026 General Machine Translation Shared Task. We focus on instruction-specialized translation, where systems must produce accurate translations while satisfying fine-grained requirements on style, terminology, and structured output. Lume...

Hao Wang, Yang-Yang Liu, Xiao-Hu Zhao et al. · 0 citations

#natural language process... Review Sep 2026

BabelArena: A Large-Scale Multilingual Benchmark for LLM Agents

BabelFlow is introduced, a benchmark-general agentic workflow that adapts existing agent benchmarks to new languages by analyzing runtime dependencies, coordinating structure-preserving translation, and combining multi-layer verification with human review to preserve task and evaluation semantics.

Peng Kuang, Yu-Chun Fan, Jiang-Nan Li et al. · 1 citation

Preprint Jul 2026

Efficient Multilingual Reasoning Transfer via Progressive Code-Switching

Progressive Code-Switching (Progressive Code-Switching) is proposed, a more efficient transfer framework that requires only lightweight translation without any stronger model for distillation or judging for target-language reasoning.

Zhijun Wang, Junxiao Liu, Hao Zhou et al. · 1 citation · ⚡1