Minjun Zhu
Minjun Zhu has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Reasoning; often with Yixuan Weng, Bin Li, Fei Xia.
OpenAlex · ORCID · h-index 4 · 16 works · 146 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 280 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #4797
Affiliations
Fields, topics and concepts
📚 Shelves 7The 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 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- Large Language Models are Better Reasoners with Self-Verification (2023 · 304 citations)
Chain-of-thought (CoT) prompting helps large language models reason through multi-step problems. One wrong step, though, can carry through the chain and spoil the final answer. Earlier fixes trained a separate verifier model, which needs human labels and fine-tuning and gives scores that are hard to interpret. The… - Personality Alignment of Large Language Models (2024 · 21 citations)
Standard LLM alignment targets broad, shared human values and ignores how individual users differ. The authors call this gap "Personality Alignment": adapting a model's answers and choices to one person or a small, closely related group. To make the task measurable, they build PAPI, a psychometrics-based dataset that…
All works
- Large Language Models are Better Reasoners with Self-VerificationFindings of the Association for Computational LinguisticsYixuan Weng, Minjun Zhu, Fei Xia, et al.2023 · 304 citations
- CycleResearcher: Improving Automated Research via Automated Review ↗arXiv:2411.00816 · no summary yetYixuan Weng et al.2024 · 65 citations
- Personality Alignment of Large Language ModelsarXiv:2408.11779Minjun Zhu, Yixuan Weng, Linyi Yang, et al.2024 · 21 citations
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
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