🧑‍🔬 Weihua Luo

🏛️ Affiliations

🏢Alibaba GroupHangzhou · China2014–2026 · 67 papersEmployment since 2014 · Principle Engineer, DAMO Academycurrent🏢Alibaba GroupSan Mateo · United States2020–2026 · 5 paperscurrent🎓University of MacauMacao · Macao2026 · 3 paperscurrent🎓Beijing Language and Culture UniversityBeijing · China2026 · 1 papercurrent🏢Alibaba DAMO AcademyHangzhou · China2019–2022 · 17 papers🎓Soochow UniversitySuzhou · China2017–2021 · 4 papers🎓Tsinghua UniversityBeijing · China1995–2003 · 2 papersEducation 1995–1999 · Bachelor, Chinese Linguistics and LiteratureEducation 1999–2002 · Master, Chinese Linguistics and Literature🏛️Chinese Academy of SciencesBeijing · China2002–2014Education 2005–2010 · Ph.D, Institute of Computing TechnologyEmployment 2002–2014 · Associate Professor, Institute of computing technology

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Adaptive Nearest Neighbor Machine Translation (2021 · 120 citations)
   kNN-MT improves a pre-trained NMT model by looking up similar decoder states in a datastore of cached contexts and their target tokens.
2. G-Transformer for Document-Level Machine Translation (2021 · 109 citations)
   Bao et al. study why a standard Transformer often fails when an entire document is translated as one sequence. Under plain supervised training, long inputs, small datasets or large models can make BLEU collapse. The authors show this collapse is not overfitting. Instead, training gets trapped in local minima where…
3. New Trends for Modern Machine Translation with Large Reasoning Models (2026 · 16 citations)
   This position paper from Alibaba Group and the University of Edinburgh argues that Large Reasoning Models (LRMs), which use Chain-of-Thought (CoT) reasoning, change machine translation (MT).

All works

18 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. Adaptive Nearest Neighbor Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Xin Zheng, Zhirui Zhang, Junliang Guo, et al.2021 · 120 citations
2. G-Transformer for Document-Level Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Guangsheng Bao, Yue Zhang, Zhiyang Teng, et al.2021 · 109 citations
3. Marco-o1: Towards Open Reasoning Models for Open-Ended SolutionsarXiv:2411.14405 · original ↗ · no summary yetYu Zhao et al.2024 · 82 citations
4. (Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary TextsTransactions of the Association for Computational Linguistics · original ↗ · no summary yetMinghao Wu et al.2025 · 71 citations
5. Language-aware Interlingua for Multilingual Neural Machine TranslationProceedings of the 58th Annual Meeting of the Association for Computational Linguistics · original ↗ · no summary yetChangfeng Zhu et al.2020 · 55 citations
6. Domain Transfer based Data Augmentation for Neural Query TranslationProceedings of the 28th International Conference on Computational Linguistics · original ↗ · no summary yetLiang Yao et al.2020 · 23 citations
7. New Trends for Modern Machine Translation with Large Reasoning ModelsLanguage Resources and Evaluation Conference (LREC)Sinuo Liu, Chenyang Lyu, Minghao Wu, et al.2026 · 16 citations
8. Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning ModelsarXiv:2503.01461 · original ↗ · no summary yetHuifeng Yin et al.2025 · 8 citations
9. TransBench: Benchmarking Machine Translation for Industrial-Scale ApplicationsarXiv:2505.14244 · original ↗ · no summary yetHaijun Li et al.2025 · 5 citations
10. Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large LanguageProceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetBo Zeng et al.2025 · 5 citations
11. HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification StrategyFindings of the Association for Computational Linguistics: ACL 2026 · original ↗ · no summary yetGuoqi Ma et al.2026 · 1 citation
12. Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity TranslationProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetJiang Zhou et al.2026 · 1 citation
13. Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and AdaptationarXiv:2506.11820 · original ↗ · no summary yetXintong Wang et al.2025 · 1 citation
14. From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language ModelsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetLing Shi et al.2026
15. M²PO: Multi-Perspective Multi-Pair Preference Optimization for Machine TranslationProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetHao Wang et al.2026
16. DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text DetectionProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetJunchao Wu et al.2026
17. MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM AgentsProceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yetXiangyu Wu et al.2026
18. ComfyFlow: Benchmarking LLMs for AIGC Workflow GenerationFindings of the Association for Computational Linguistics: ACL 2026 · original ↗ · no summary yetZhenran Xu et al.2026

🤝 Co-authors here

11 co-authors with a page, the most papers together first.

• Boxing Chen ×2
• Chenyang Lyu
• Guangsheng Bao
• Jiajun Chen
• Longyue Wang
• Minghao Wu
• Shujian Huang
• Xin Zheng
• Yue Zhang
• Zhirui Zhang
• Zhiyang Teng

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Annual Meeting of the Association for Computational Linguistics (ACL) ×9: ACL 2021 ×2
• Findings of the Association for Computational Linguistics: ACL 2026 ×2
• Language Resources and Evaluation Conference (LREC): LREC 2026
• Proceedings of the 28th International Conference on Computational Linguistics
• Transactions of the Association for Computational Linguistics

🔗 Cited by

Papers of our library cite their works 291 times (of the 141,840 papers whose bibliographies we read); 16 citing papers with a page here →.

Updated 24 October 2026

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