--- title: "Mengxiao Zhu — author profile and papers — Elamur Research" description: "Mengxiao Zhu, University of Science and Technology of China: 2 papers on Elamur Research (2026), h-index 4 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/mengxiao-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mengxiao-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mengxiao Zhu # Mengxiao Zhu Mengxiao Zhu has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5031432793) · [ORCID](https://orcid.org/0009-0006-0200-9473) · [**h-index 4**](https://openalex.org/authors/A5031432793) · [19 works](https://openalex.org/works?filter=author.id:A5031432793) · [35 citations](https://openalex.org/works?filter=author.id:A5031432793&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mengxiao-zhu/#papers) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #12135](https://md.research.elamur.ai/free/en/paper-stars/page/122/#star-12135) 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=Mengxiao+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mengxiao+Zhu) · [dblp](https://dblp.org/search?q=Mengxiao+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Mengxiao+Zhu) ## Affiliations [🎓**North China University of Technology** Beijing · China 2022–2026 · 12 papers*current*](https://ror.org/01nky7652) · [🎓**University of Science and Technology of China** Hefei · China 2023–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Huai'an University** Huai'an · China 2025 · 3 papers](https://ror.org/0555ezg60) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) 🧭 Topics 4 Research subjects and languages the work is about.[Interpretability · 1 work](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Low-resource languages · 1 work](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/mengxiao-zhu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Probing Social Identity Bias in Chinese LLMs with Gendered Pronouns and Social Groups](https://md.research.elamur.ai/free/en/papers/liu-2026-probing-social-identity-bias-chinese/)** *(2026)* The paper asks whether Chinese large language models show social identity bias, meaning they treat an ingroup more favourably and an outgroup more harshly, as earlier work by Hu et al. 2. **[Verifying the Subjective: Structured Multilingual Rewards for Low-Resource Alignment](https://md.research.elamur.ai/free/en/papers/sha-2026-verifying-subjective-structured-multilingual-rewards/)** *(2026)* Aligning LLMs for low-resource languages is limited by weak reward signals. Scalar reward models transfer poorly across cultures, free-text judge critiques are noisy and hard to check, and rule-based verification only works when answers are objectively right or wrong. To extend the Reinforcement Learning with… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[Probing Social Identity Bias in Chinese LLMs with Gendered Pronouns and Social Groups](https://md.research.elamur.ai/free/en/papers/liu-2026-probing-social-identity-bias-chinese/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Geng Liu, Li Feng, Junjie Mu, et al.*2026* 2. **[Verifying the Subjective: Structured Multilingual Rewards for Low-Resource Alignment](https://md.research.elamur.ai/free/en/papers/sha-2026-verifying-subjective-structured-multilingual-rewards/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jiu Sha, Mengxiao Zhu*2026* 3. **[Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR ↗](https://aclanthology.org/2026.acl-long.1392/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Mengxiao Zhu et al.*2026* ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) Updated 1 November 2026