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Wenxuan Zhou

Wenxuan Zhou has 2 papers in our library, in 2022–2023, most of them on Language models & pretraining, Information extraction; often with Muhao Chen, Hoifung Poon, Sheng Zhang.

2 papers in our library · 2022–2023

OpenAlex · ORCID · h-index 21 · 121 works · 1,722 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 291 times in our library · 6 more in our library without a page yet · ⭐ Paper Stars ranking: #4343

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

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Tsinghua UniversityBeijing · China2019–2026 · 17 paperscurrent🎓Tsinghua Shenzhen International Graduate SchoolShenzhen · China2024–2026 · 13 paperscurrent🎓Hohai UniversityNanjing · China2022–2026 · 6 paperscurrent🎓Chongqing UniversityChongqing · China2025–2026 · 5 paperscurrent🎓Hunan University of TechnologyZhuzhou · China2024–2026 · 5 paperscurrent🎓University of California, DavisDavis · United States2023–2026 · 2 paperscurrent🎓Southeast UniversityNanjing · China2026 · 1 papercurrent🎓University of Southern CaliforniaLos Angeles · United States2019–2025 · 33 papers🎓Carnegie Mellon UniversityPittsburgh · United States2019–2024 · 9 papers🎓Soochow UniversitySuzhou · China2016–2019 · 4 papers

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 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workInformation extraction · 1 work

 Works by year

2020s

20231 paperContext-faithful Prompting for Large Language Models20221 paperAn Improved Baseline for Sentence-level Relation Extraction

 Papers

The most cited first (OpenAlex and our library).

  1. Context-faithful Prompting for Large Language Models (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 (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 ModelsWenxuan Zhou, Sheng Zhang, Hoifung Poon, et al.Findings of the Association for Computational Linguistics · 145 citations
  2. An Improved Baseline for Sentence-level Relation ExtractionWenxuan Zhou, Muhao ChenConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL) · 124 citations
  3. UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition · original ↗ · no summary yet · arXiv:2308.03279Wenxuan Zhou et al.2023 · 118 citations
  4. mDPO: Conditional Preference Optimization for Multimodal Large Language Models · original ↗ · no summary yet · Proceedings of the 2024 Conference on Empirical Methods in Natural Language…Fei Wang et al.2024 · 50 citations
  5. MetaScale: Test-Time Scaling with Evolving Meta-Thoughts · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: ACL 2026Qin Liu et al.2026 · 5 citations
  6. SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Yuxin Xiao et al.2026 · 3 citations
  7. RedCoder: Automated Multi-Turn Red Teaming for Code LLMs · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Wenjie Jacky Mo et al.2026 · 1 citation
  8. Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Cheng Wang et al.2026

 Co-authors here

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

Venues

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

 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 →.

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