Yuxuan Zhou
Yuxuan Zhou has 2 papers in our library, in 2023–2025, most of them on Language models & pretraining, Text generation, Legal AI; often with Bingxuan Li, Mario Fritz, Siyuan Wang.
OpenAlex · ORCID · h-index 6 · 33 works · 142 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 99 times in our library · ⭐ Paper Stars ranking: #7394
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📚 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 worksSocial Sciences · 1 workLaw · 1 workPolitical Science and International Relations · 1 work
🧭 Topics 3Research subjects and languages the work is about.Legal AI · 1 workLanguage models & pretraining · 1 workText generation · 1 work
Works by year
2020s
Papers
- DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services (2023 · 121 citations)
DISC-LawLLM targets a gap in Chinese legal AI. Earlier legal LLMs mostly handled plain question answering, but real legal work needs structured legal reasoning and accurate use of statutes that change over time. The authors built DISC-Law-SFT, a supervised fine-tuning collection of about 403K instructions. They drew… - Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation (2025 · 11 citations)
Truncation sampling methods for LLM decoding are usually compared on open-ended generation benchmarks. Those comparisons are fragile for two reasons. First, outcomes depend heavily on hand-tuned parameters, which are typically swept over a coarse grid. Second, the reference texts are limited. The authors propose an…
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