---
title: "Weihua Luo — author profile and papers · Machine translation"
description: "Weihua Luo, Beijing Language and Culture University: 3 papers on Elamur Research (2021–2026), h-index 20 — affiliations, topics…"
canonical: "https://research.elamur.ai/free/en/authors/weihua-luo/"
---
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# Weihua Luo

Weihua Luo has 3 papers in our library, in 2021–2026, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Boxing Chen](https://md.research.elamur.ai/free/en/authors/boxing-chen/), [Chenyang Lyu](https://md.research.elamur.ai/free/en/authors/chenyang-lyu/), [Guangsheng Bao](https://md.research.elamur.ai/free/en/authors/guangsheng-bao/).

3 papers in our library · 2021–2026

[OpenAlex](https://openalex.org/A5085736941) · [ORCID](https://orcid.org/0000-0002-5002-6933) · [Wikidata](https://www.wikidata.org/wiki/Q130800677) · [**h-index 20**](https://openalex.org/authors/A5085736941) · [125 works](https://openalex.org/works?filter=author.id:A5085736941) · [1,206 citations](https://openalex.org/works?filter=author.id:A5085736941&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/weihua-luo/#papers) · [🔗 Cited 291 times in our library](https://md.research.elamur.ai/free/en/authors/weihua-luo/cited-by/) · [15 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4445](https://md.research.elamur.ai/free/en/paper-stars/page/45/#star-4445)

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Weihua+Luo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Weihua+Luo) · [dblp](https://dblp.org/search?q=Weihua+Luo) · [ACL Anthology](https://aclanthology.org/search/?q=Weihua+Luo)

## Affiliations

[🏢**Alibaba Group** Hangzhou · China 2014–2026 · 67 papersEmployment since 2014 · Principle Engineer, DAMO Academy*current*](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🏢**Alibaba Group** San Mateo · United States 2020–2026 · 5 papers*current*](https://ror.org/00rn0m335) · [🎓**University of Macau** Macao · Macao 2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-macau/) · [🎓**Beijing Language and Culture University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/beijing-language-and-culture-university/) · [🏢**Alibaba DAMO Academy** Hangzhou · China 2019–2022 · 17 papers](https://md.research.elamur.ai/free/en/companies/alibaba-damo-academy/) · [🎓**Soochow University** Suzhou · China 2017–2021 · 4 papers](https://md.research.elamur.ai/free/en/universities/soochow-university/) · [🎓**Tsinghua University** Beijing · China 1995–2003 · 2 papersEducation 1995–1999 · Bachelor, Chinese Linguistics and LiteratureEducation 1999–2002 · Master, Chinese Linguistics and Literature](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2002–2014Education 2005–2010 · Ph.D, Institute of Computing TechnologyEmployment 2002–2014 · Associate Professor, Institute of computing technology](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/)

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.

📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/)

🧭 Topics 2 Research subjects and languages the work is about.[Machine translation · 3 works](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Works by year

### 2020s

[**2026** 1 paper Weihua Luo's papers of 2026](https://md.research.elamur.ai/free/en/papers/liu-2026-new-trends-modern-machine-translation/) · [**2021** 2 papers Weihua Luo's papers of 2021](https://md.research.elamur.ai/free/en/authors/weihua-luo/year/2021/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Adaptive Nearest Neighbor Machine Translation](https://md.research.elamur.ai/free/en/papers/zheng-2021-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](https://md.research.elamur.ai/free/en/papers/bao-2021-g-transformer-document-level-machine/)** *(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](https://md.research.elamur.ai/free/en/papers/liu-2026-new-trends-modern-machine-translation/)** *(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 Translation](https://md.research.elamur.ai/free/en/papers/zheng-2021-adaptive-nearest-neighbor-machine-translation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xin Zheng, Zhirui Zhang, Junliang Guo, et al.*2021 · 120 citations*
2. **[G-Transformer for Document-Level Machine Translation](https://md.research.elamur.ai/free/en/papers/bao-2021-g-transformer-document-level-machine/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Guangsheng Bao, Yue Zhang, Zhiyang Teng, et al.*2021 · 109 citations*
3. **[Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions ↗](https://arxiv.org/abs/2411.14405) arXiv:2411.14405 · no summary yet**Yu Zhao et al.*2024 · 82 citations*
4. **[(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts ↗](https://aclanthology.org/2025.tacl-1.42/) Transactions of the Association for Computational Linguistics · no summary yet**Minghao Wu et al.*2025 · 71 citations*
5. **[Language-aware Interlingua for Multilingual Neural Machine Translation ↗](https://aclanthology.org/2020.acl-main.150/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Changfeng Zhu et al.*2020 · 55 citations*
6. **[Domain Transfer based Data Augmentation for Neural Query Translation ↗](https://aclanthology.org/2020.coling-main.399/) Proceedings of the 28th International Conference on Computational Linguistics · no summary yet**Liang Yao et al.*2020 · 23 citations*
7. **[New Trends for Modern Machine Translation with Large Reasoning Models](https://md.research.elamur.ai/free/en/papers/liu-2026-new-trends-modern-machine-translation/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Sinuo Liu, Chenyang Lyu, Minghao Wu, et al.*2026 · 16 citations*
8. **[Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ↗](https://arxiv.org/abs/2503.01461) arXiv:2503.01461 · no summary yet**Huifeng Yin et al.*2025 · 8 citations*
9. **[TransBench: Benchmarking Machine Translation for Industrial-Scale Applications ↗](https://arxiv.org/abs/2505.14244) arXiv:2505.14244 · no summary yet**Haijun Li et al.*2025 · 5 citations*
10. **[Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ↗](https://aclanthology.org/2025.acl-long.1172/) Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Bo Zeng et al.*2025 · 5 citations*
11. **[HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy ↗](https://aclanthology.org/2026.findings-acl.1985/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Guoqi Ma et al.*2026 · 1 citation*
12. **[Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ↗](https://aclanthology.org/2026.acl-long.254/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Jiang Zhou et al.*2026 · 1 citation*
13. **[Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation ↗](https://arxiv.org/abs/2506.11820) arXiv:2506.11820 · no summary yet**Xintong Wang et al.*2025 · 1 citation*
14. **[From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models ↗](https://aclanthology.org/2026.acl-long.283/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ling Shi et al.*2026*
15. **[M²PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ↗](https://aclanthology.org/2026.acl-long.469/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Hao Wang et al.*2026*
16. **[DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ↗](https://aclanthology.org/2026.acl-long.1773/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Junchao Wu et al.*2026*
17. **[MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents ↗](https://aclanthology.org/2026.acl-long.1431/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xiangyu Wu et al.*2026*
18. **[ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation ↗](https://aclanthology.org/2026.findings-acl.140/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Zhenran Xu et al.*2026*

## Co-authors here

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

- [Boxing Chen](https://md.research.elamur.ai/free/en/authors/boxing-chen/) ×2
- [Chenyang Lyu](https://md.research.elamur.ai/free/en/authors/chenyang-lyu/)
- [Guangsheng Bao](https://md.research.elamur.ai/free/en/authors/guangsheng-bao/)
- [Jiajun Chen](https://md.research.elamur.ai/free/en/authors/jiajun-chen/)
- [Longyue Wang](https://md.research.elamur.ai/free/en/authors/longyue-wang/)
- [Minghao Wu](https://md.research.elamur.ai/free/en/authors/minghao-wu/)
- [Shujian Huang](https://md.research.elamur.ai/free/en/authors/shujian-huang/)
- [Xin Zheng](https://md.research.elamur.ai/free/en/authors/xin-zheng/)
- [Yue Zhang](https://md.research.elamur.ai/free/en/authors/yue-zhang/)
- [Zhirui Zhang](https://md.research.elamur.ai/free/en/authors/zhirui-zhang/)
- [Zhiyang Teng](https://md.research.elamur.ai/free/en/authors/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)](https://md.research.elamur.ai/free/en/venues/acl/) ×9: [ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/) ×2
- Findings of the Association for Computational Linguistics: ACL 2026 ×2
- [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/): [LREC 2026](https://md.research.elamur.ai/free/en/venues/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 →](https://md.research.elamur.ai/free/en/authors/weihua-luo/cited-by/).

Updated 24 October 2026