Ying Xiong
Ying Xiong has 2 papers in our library, in 2024–2026, most of them on Reasoning, Information retrieval & search; often with Buzhou Tang, Can Chen, Haolun Wu.
OpenAlex · ORCID · h-index 16 · 99 works · 805 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 17 times in our library · ⭐ Paper Stars ranking: #7052
Affiliations
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 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Information retrieval & search · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Retrieval-Augmented Generation for Natural Language Processing: A Survey (2024 · 86 citations)
Large language models store knowledge implicitly in their weights. As a result, they can produce fluent but false answers, they need costly retraining to refresh facts, and they often lack depth in specialised domains. Retrieval-augmented generation (RAG) addresses these issues by consulting an external knowledge… - SR-RAG: Verifiable Multi-Hop Reasoning via On-the-fly Symbolic Graph Construction (2026)
Multi-hop question answering is still difficult for retrieval-augmented generation. Aggregate-first systems such as GraphRAG build a corpus-wide knowledge graph in advance, which is costly and hard to keep current. Dynamic-first agents such as ReAct alternate retrieval and generation, but one wrong intermediate…
Co-authors here
Venues
- Artificial Intelligence Review: Artificial Intelligence Review 2024
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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