Jiangning Liu
Jiangning Liu has 2 papers in our library, in 2024; often with Feng Zhao, Kai Chen, Kuikun Liu.
OpenAlex · ORCID · Wikidata · h-index 37 · 117 works · 9,797 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 341 times in our library · ⭐ Paper Stars ranking: #7086
Affiliations
🎓Chinese Academy of Medical Sciences & Peking Union Medical CollegeBeijing ·
China2011–2026 · 72 papers🔬Institute of Laboratory Animal ScienceBeijing ·
China2011–2026 · 72 papersEmployment🎓Taiyuan University of TechnologyTaiyuan ·
China2018–2025 · 24 papers🏥Beijing Anzhen HospitalBeijing ·
China2020–2022 · 5 papers🎓Capital Medical UniversityBeijing ·
China2020–2022 · 5 papers🔬Institute of Basic Medical Sciences of the Chinese Academy of Medical SciencesBeijing2023–2025 · 3 papers🎓Xi'an Jiaotong UniversityXi'an ·
China2024–2025 · 3 papers🎓China Agricultural UniversityBeijing ·
China2008–2012 · 3 papersEducation🎓Yangzhou UniversityYangzhou ·
China2016–2021 · 2 papers
Fields, topics and concepts
📚 Shelves 6The 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 workInformation Systems · 1 work
Works by year
2020s
Papers
- Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models (2024 · 64 citations)
Open-source LLMs still perform much worse than API-based systems such as GPT-4 when used as agents. Tuning them on agent-specific data can also weaken their general skills. The authors make three diagnostic observations: - MindSearch: Mimicking Human Minds Elicits Deep AI Searcher (2024 · 20 citations)
Pairing LLMs with web search often fails on complex questions. A single retrieval pass rarely covers everything the question needs. Relevant facts are scattered across many noisy pages, and the combined page text quickly exceeds the model's context window. MindSearch addresses this with a two-role multi-agent design…
Co-authors here
- Feng Zhao ×2
- Kai Chen ×2
- Kuikun Liu ×2
- Qiuchen Wang ×2
- Wenwei Zhang ×2
- Zehui Chen ×2
- Dahua Lin
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
Updated
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