Aidong Zhang
Aidong Zhang has 2 papers in our library, in 2024, most of them on Language models & pretraining, Information retrieval & search; often with Guangzhi Xiong, Qiao Jin, Zhiyong Lu.
OpenAlex · ORCID · Wikidata · h-index 56 · 535 works · 12,102 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 141 times in our library · ⭐ Paper Stars ranking: #4083
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksMedicine · 1 workArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksHealth Informatics · 1 workInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workLanguage models & pretraining · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Retrieval-augmented generation · 1 work
Works by year
2020s
Papers
- Benchmarking Retrieval-Augmented Generation for Medicine (2024 · 430 citations)
Large language models answer medical questions well, but they can produce confident errors and miss recent clinical knowledge. - Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models (2024 · 16 citations)
LLMs can propose new research directions, but they often produce convincing yet false claims. In science, where each reasoning step must be checkable, this is a serious problem. The authors present KG-CoI (Knowledge Grounded Chain of Ideas), a system that anchors LLM hypothesis generation in structured knowledge…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
Updated
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