Wanlong Liu
Wanlong Liu has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Information retrieval & search; often with Benyou Wang, Junying Chen, Ke Ji.
OpenAlex · ORCID · h-index 8 · 23 works · 214 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 95 times in our library · ⭐ Paper Stars ranking: #7819
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📚 Shelves 8The 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 worksMedicine · 1 workHealth Informatics · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 1 workInformation retrieval & search · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs (2024 · 87 citations)
Work that reproduces OpenAI o1-style reasoning has mostly targeted mathematics. Medicine also needs careful step-by-step reasoning, but a clinical chain of thought is hard to check automatically. The authors address this by building verifiable medical problems. They start from 192K multiple-choice exam questions… - RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions (2025 · 19 citations)
Retrieval-augmented LLMs are usually tuned on narrow QA sets such as NQ or TriviaQA. As a result, they cope poorly when retrieved passages only partly help, do not help at all, or must be combined across several documents. The authors present RAG-Instruct, a recipe for generating varied RAG training data from any…
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