The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG)
Summary: Assesses LLM factual reliability across knowledge types and outlines a federated RAG using web + knowledge graphs for trustworthy, real-time answers. Extends to multi-modal, contextualized, and personalized Q&A, uniting DB/IR/DM advances. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xin Luna Dong (Meta)
BibTeX Citation
@inproceedings{dong_sigmod24,
title = {{The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG)}},
author = {Dong, Xin Luna},
series = {{SIGMOD} '24},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3626246.3655999},
url = {https://dl.acm.org/doi/10.1145/3626246.3655999},
year = {2024}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,782 | Filtered Vector Search: State-of-the-art and Research Opportunities | 2025 | VLDB | 5.374155e-05 |
| 10,381 | Integrating Vector Databases across Embedding Models | 2026 | SIGMOD | 5.093636e-05 |
| 10,563 | Balancing the Blend: An Experimental Analysis of Trade-offs in Hybrid Search | 2026 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next