Qimin Zhong
Qimin Zhong has 2 papers in our library, in 2026, most of them on Language models & pretraining, Bias, fairness & safety; often with Haiming Qin, Hao Liao, Mingyang Zhou.
OpenAlex · h-index 1 · 6 works · 1 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksSafety Research · 1 workSocial Sciences · 1 workArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Bias, fairness & safety · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Knowing-but-Doing: Diagnosing and Defending Role-Play-Driven LLMs Jailbreaks via Moral Disengagement (2026 · 1 citation)
The paper examines why LLMs drift into unsafe behaviour when asked to act out characters. The authors frame this with Bandura's Moral Disengagement theory and build MD-Trace, a diagnostic benchmark. It combines 80 personas from the Moral RolePlay dataset, split evenly across four moral levels from paragons to… - Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement (2026)
The paper asks whether models trained by predicting tokens really build coherent internal world models. Using a linearized gradient-flow (NTK) analysis, the authors argue that Multi-Token Prediction (MTP) couples gradients across histories that share a future. This pulls their hidden states toward common belief…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/qimin-zhong/