Ziming Luo
Ziming Luo has 3 papers in our library, in 2025, most of them on Language models & pretraining; often with Atoosa Kasirzadeh, George Michalopoulos, Liqiang Jing.
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📄 3 works in our library · 🔗 Cited 54 times in our library · ⭐ Paper Stars ranking: #9342
Fields, topics and concepts
📚 Shelves 10The 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 workDecision Sciences · 1 workInformation Systems and Management · 1 workSafety Research · 1 workSocial Sciences · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- LLM4SR: A Survey on Large Language Models for Scientific Research (2025 · 39 citations)
This survey maps how large language models are being used across the full scientific research cycle. The authors argue that earlier reviews were fragmented, focusing on model architectures, general LLM skills, or a single stage. They instead organize the field around four stages: scientific hypothesis discovery… - LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research (2025 · 12 citations)
LLM agents are increasingly used for research work, but it is unclear whether they can turn the methods in a published NLP paper into working code inside a real codebase. - The More You Automate, the Less You See: Hidden Pitfalls of AI Scientist Systems (2025 · 11 citations)
AI scientist systems promise to carry out a full machine-learning research cycle, from forming hypotheses to drafting a manuscript, with no human involvement.
Co-authors here
- Atoosa Kasirzadeh
- George Michalopoulos
- Liqiang Jing
- Mian Zhang
- Nihar B. Shah
- Ruochen Li
- Shuo Yan
- Wei Yang
- Xinya Du
- Yue Zhang
- Zimu Wang
- Ziyang Zhang
Cited by
Updated
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