Ruizhe Zhang
Ruizhe Zhang has 2 papers in our library, in 2025, most of them on Language models & pretraining, Information retrieval & search; often with Junfeng Zhao, Xinke Jiang, Xinyu Ma.
OpenAlex · ORCID · h-index 6 · 12 works · 679 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 21 times in our library · ⭐ Paper Stars ranking: #8318
Affiliations
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 worksInformation Systems · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- TC–RAG: Turing–Complete RAG's Case study on Medical LLM Systems (2025 · 25 citations)
Retrieval-augmented generation can reduce hallucinations and stale knowledge in medical LLMs. However, existing RAG pipelines lack an explicit state variable that tells the system when to stop retrieving, so they can loop without converging or pile up noisy context. The authors propose TC–RAG, which they prove to be… - Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning (2025 · 9 citations)
Retrieval-augmented LLMs face two competing demands. They should trust retrieved evidence even when it contradicts what they memorized (adherence), and they should ignore retrieved passages that look relevant but are actually noise (robustness). Training aimed at one of these tends to hurt the other. The authors…
Co-authors here
- Junfeng Zhao ×2
- Xinke Jiang ×2
- Xinyu Ma ×2
- Xu Chu ×2
- Yongxin Xu ×2
- Hao Chen
- Wentao Zhang
- Yasha Wang
- Yue Fang
- Yujie Feng
- Yuzhen Xiao
Venues
Cited by
Updated
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