Zhen Xu
Zhen Xu has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining; often with Benedictus Kent Rachmat, Meng Zhang, Ming Liu.
OpenAlex · ORCID · h-index 4 · 19 works · 169 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 6 times in our library · ⭐ Paper Stars ranking: #9985
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Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksDecision Sciences · 1 workHistory and Philosophy of Science · 1 workInformation Systems and Management · 1 workArtificial Intelligence · 1 workComputer Science · 1 workLanguage and Linguistics · 1 workSocial Sciences · 1 workSociology and Political Science · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- Usefulness of LLMs as an Author Checklist Assistant for Scientific Papers: NeurIPS'24 Experiment (2024 · 10 citations)
Large conferences ask authors to fill in compliance checklists, but making sure those answers are accurate is hard to do at scale. - The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness (2026)
The paper tackles hallucination detection in LLMs. Black-box detectors that rely on repeated sampling or external verification are accurate but slow. Cheap white-box detectors miss errors that the model states with high confidence. The authors compare this to the Dunning-Kruger effect and split hallucinations into…
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