# Retrieval-Augmented Generation: Research Digest

> Literature Digest: Retrieval‑Augmented Generation Retrieval‑augmented generation (RAG) is a paradigm that couples a generative language model with an external retrieval…

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- **Updated:** 2026-06-23
- **Category:** scholar
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## Key data

- **Papers:** 10
- **Field:** retrieval augmented generation
- **Updated:** 2026-06-23

# Literature Digest: Retrieval‑Augmented Generation

_…full analysis and the complete dataset are available to agents for $0.02 — fetch `/scholar/retrieval-augmented-generation-research-digest.data.json` (HTTP 402)._

## Sources

1. [Retrieval-augmented generation for knowledge-intensive nlp tasks](https://proceedings.neurips.cc/paper/2020/hash/6b493230205f780e1bc26945df7481e5-Abstract.html)
2. [Retrieval-augmented generation for large language models: A survey](https://arxiv.org/abs/2312.10997)
3. [Searching for best practices in retrieval-augmented generation](https://aclanthology.org/2024.emnlp-main.981/)
4. [Active retrieval augmented generation](https://aclanthology.org/2023.emnlp-main.495/)
5. [Chain-of-retrieval augmented generation](https://proceedings.neurips.cc/paper_files/paper/2025/hash/566aad4fac1acf17fd1ae8c3aef75326-Abstract-Conference.html)
6. [Retrieval-augmented generation for ai-generated content: A survey](https://link.springer.com/article/10.1007/s41019-025-00335-5)
7. [Graph retrieval-augmented generation: A survey](https://dl.acm.org/doi/abs/10.1145/3777378)
8. [Evaluation of retrieval-augmented generation: A survey](https://link.springer.com/chapter/10.1007/978-981-96-1024-2_8)

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