--- title: "Wenxuan Zhou — author profile and papers — Elamur Research" description: "Wenxuan Zhou, Chongqing University: 2 papers on Elamur Research (2022–2023), h-index 21 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/wenxuan-zhou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/wenxuan-zhou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Wenxuan Zhou # Wenxuan Zhou Wenxuan Zhou has 2 papers in our library, in 2022–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Muhao Chen](https://md.research.elamur.ai/free/en/authors/muhao-chen/), [Hoifung Poon](https://md.research.elamur.ai/free/en/authors/hoifung-poon/), [Sheng Zhang](https://md.research.elamur.ai/free/en/authors/sheng-zhang/). 2 papers in our library · 2022–2023 [OpenAlex](https://openalex.org/A5080937886) · [ORCID](https://orcid.org/0000-0001-5661-2485) · [**h-index 21**](https://openalex.org/authors/A5080937886) · [121 works](https://openalex.org/works?filter=author.id:A5080937886) · [1,722 citations](https://openalex.org/works?filter=author.id:A5080937886&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/wenxuan-zhou/#papers) · [🔗 Cited 291 times in our library](https://md.research.elamur.ai/free/en/authors/wenxuan-zhou/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4343](https://md.research.elamur.ai/free/en/paper-stars/page/44/#star-4343) 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=Wenxuan+Zhou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Wenxuan+Zhou) · [dblp](https://dblp.org/search?q=Wenxuan+Zhou) · [ACL Anthology](https://aclanthology.org/search/?q=Wenxuan+Zhou) ## Affiliations [🎓**Tsinghua University** Beijing · China 2019–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🎓**Tsinghua Shenzhen International Graduate School** Shenzhen · China 2024–2026 · 13 papers*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-shenzhen-international-graduate-school/) · [🎓**Hohai University** Nanjing · China 2022–2026 · 6 papers*current*](https://ror.org/01wd4xt90) · [🎓**Chongqing University** Chongqing · China 2025–2026 · 5 papers*current*](https://ror.org/023rhb549) · [🎓**Hunan University of Technology** Zhuzhou · China 2024–2026 · 5 papers*current*](https://ror.org/04j3vr751) · [🎓**University of California, Davis** Davis · United States 2023–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-california-davis/) · [🎓**Southeast University** Nanjing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/) · [🎓**University of Southern California** Los Angeles · United States 2019–2025 · 33 papers](https://md.research.elamur.ai/free/en/universities/university-of-southern-california/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2019–2024 · 9 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Soochow University** Suzhou · China 2016–2019 · 4 papers](https://md.research.elamur.ai/free/en/universities/soochow-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 20 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 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) ## Works by year ### 2020s [**2023** 1 paper Context-faithful Prompting for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhou-2023-context-faithful-prompting-large-language/) · [**2022** 1 paper An Improved Baseline for Sentence-level Relation Extraction](https://md.research.elamur.ai/free/en/papers/zhou-2022-improved-baseline-sentence-level-relation/) ## Papers The most cited first (OpenAlex and our library). 1. **[Context-faithful Prompting for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhou-2023-context-faithful-prompting-large-language/)** *(2023 · 145 citations)* Large language models often favor facts memorized during pretraining over the passage they are given. This makes them unreliable for context-dependent tasks such as reading comprehension and information extraction. The authors study this "contextual faithfulness" in two settings. In entity-based knowledge conflict… 2. **[An Improved Baseline for Sentence-level Relation Extraction](https://md.research.elamur.ai/free/en/papers/zhou-2022-improved-baseline-sentence-level-relation/)** *(2022 · 124 citations)* Sentence-level relation extraction (RE) predicts the relation between a subject and an object entity in one sentence. ## All works 8 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. **[Context-faithful Prompting for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhou-2023-context-faithful-prompting-large-language/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.*2023 · 145 citations* 2. **[An Improved Baseline for Sentence-level Relation Extraction](https://md.research.elamur.ai/free/en/papers/zhou-2022-improved-baseline-sentence-level-relation/) [Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)](https://md.research.elamur.ai/free/en/venues/aacl/)**Wenxuan Zhou, Muhao Chen*2022 · 124 citations* 3. **[UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition](https://arxiv.org/abs/2308.03279) arXiv:2308.03279 · original ↗ · no summary yet**Wenxuan Zhou et al.*2023 · 118 citations* 4. **[mDPO: Conditional Preference Optimization for Multimodal Large Language Models](https://aclanthology.org/2024.emnlp-main.460/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · original ↗ · no summary yet**Fei Wang et al.*2024 · 50 citations* 5. **[MetaScale: Test-Time Scaling with Evolving Meta-Thoughts](https://aclanthology.org/2026.findings-acl.574/) Findings of the Association for Computational Linguistics: ACL 2026 · original ↗ · no summary yet**Qin Liu et al.*2026 · 5 citations* 6. **[SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe](https://aclanthology.org/2026.acl-long.78/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yet**Yuxin Xiao et al.*2026 · 3 citations* 7. **[RedCoder: Automated Multi-Turn Red Teaming for Code LLMs](https://aclanthology.org/2026.acl-long.1531/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · original ↗ · no summary yet**Wenjie Jacky Mo et al.*2026 · 1 citation* 8. **[Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting](https://aclanthology.org/2026.acl-short.45/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · original ↗ · no summary yet**Cheng Wang et al.*2026* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Muhao Chen](https://md.research.elamur.ai/free/en/authors/muhao-chen/) ×2 - [Hoifung Poon](https://md.research.elamur.ai/free/en/authors/hoifung-poon/) - [Sheng Zhang](https://md.research.elamur.ai/free/en/authors/sheng-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×3 - [Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)](https://md.research.elamur.ai/free/en/venues/aacl/): [AACL 2022](https://md.research.elamur.ai/free/en/venues/aacl/2022/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/) - Findings of the Association for Computational Linguistics: ACL 2026 - Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing ## Cited by Papers of our library cite their works 291 times (of the 141,840 papers whose bibliographies we read); [15 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/wenxuan-zhou/cited-by/). Updated 24 October 2026