Xiaolong Wei
Xiaolong Wei has 2 papers in our library, in 2025–2026; often with Long Xia, Xingyu Zhang, Zhejun Zhao.
OpenAlex · ORCID · h-index 3 · 16 works · 67 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 10 times in our library · ⭐ Paper Stars ranking: #9849
Affiliations
🎓Beihang UniversityBeijing ·
China2026 · 4 papers🏛️Ministry of Education of the People's Republic of ChinaBeijing ·
China2026 · 1 paper🎓Communication University of ChinaBeijing ·
China2020–2024 · 7 papers🔬State Key Laboratory of Media Convergence and CommunicationBeijing2020–2024 · 7 papers🔬Institute of Disaster PreventionSanhe Shi ·
China2025 · 2 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
Works by year
2020s
Papers
- Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards (2025 · 10 citations)
Large LLMs write creative text well but are costly to serve at high request volumes. The authors therefore ask how a compact model can reach similar creativity without expensive human preference labels. In an RLAIF setup, they train Qwen2.5 7B with GRPO to write Chinese greetings and compare two sources of AI reward. - UniCreative: Unifying Long-form Logic and Short-form Sparkle via Reference-Free Reinforcement Learning (2026 · 1 citation)
LLM creative writing faces two opposite problems. Long stories and scripts need global planning, or they drift off topic, repeat themselves and lose structure. Short pieces such as poems, slogans or blessings get worse when forced through rigid outlines, and models already tend toward bland, high-probability wording.…
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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