Chapter 13.01: Retrieval-Augemented Generation

Retrieval-Augemented Generation, first introduced in [1], is a technique for increasing a model’s knowledge at inference time …

• General Motivation
• Retrieval Methods (Spare, Dense, Hybrid, Selected Approaches)
• Re-Ranking
• Evaluation / Problems
• Selected contemporary research

References

• [1] Lewis et al., 2020

• Chapter 13.02: Revisiting RNNs and BERT »