Xiaowen Dong
Xiaowen Dong has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining; often with Rui Ye, Siheng Chen, Xianghe Pang.
OpenAlex · ORCID · Wikidata · h-index 22 · 104 works · 2,990 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 40 times in our library · ⭐ Paper Stars ranking: #9602
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksHistory and Philosophy of Science · 1 workSafety Research · 1 workSocial Sciences · 1 workArtificial Intelligence · 1 workComputer Science · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review (2024 · 35 citations)
Peer review is overloaded, and reviewers increasingly use LLMs to draft reviews, but the risks of doing so have not been measured systematically. - Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation (2025 · 19 citations)
Post-training turns base LLMs into instruction followers, but it needs high-quality instruction data. Such data is expensive to annotate, scarce, and often limited by privacy. Existing synthetic approaches such as Self-Instruct, WizardLM and Magpie usually produce instructions that are not tied to any realistic user…
Co-authors here
- Rui Ye ×2
- Siheng Chen ×2
- Xianghe Pang ×2
- Jiaao Chen
- Jing Shao
- Jingyi Chai
- Shuo Tang
- Tian Jin
- Yanfeng Wang
- Zhen Xiang
- Zhenfei Yin
Venues
Cited by
Updated
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