Qingqing Lyu
Qingqing Lyu has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Evaluation & benchmarks; often with Hengwei Liu, Weiming Lu, Yin Zhang.
OpenAlex · h-index 1 · 5 works · 7 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 27 times in our library · ⭐ Paper Stars ranking: #8307
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models (2023 · 34 citations)
Chinese large language models (LLMs) are improving quickly, but there has been no large Chinese benchmark that tests their knowledge the way the Chinese education system does. - AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs (2026)
Static, manually built benchmarks are expensive, cover few tasks, and lose discriminative power as LLMs improve. - Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning (2026)
Small language models struggle to produce hierarchical outlines for Wikipedia-style expository articles. Their outlines tend to skip levels, omit important branches and distribute depth poorly. Existing remedies such as STORM, OmniThink or RAPID rely on costly multi-turn LLM interaction or fixed refinement…
Co-authors here
- Hengwei Liu ×2
- Weiming Lu ×2
- Yin Zhang ×2
- Yongliang Shen ×2
- Chuang Liu
- Daoxin Zhang
- Hao Li
- Jianxiang Peng
- Linhao Yu
- Linjuan Wu
- Qun Liu
- Renren Jin
Venues
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Updated
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