This post is a brief summary about the paper that I read for my study and curiosity, so I shortly arrange the content of the paper, titled InstructRAG - Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales (Wei et al., arXiv 2024), that I read and studied.

They were saying that imperfect retrievers or noisy corpora can introduce misleading or even erroneous information to the retrieved contents, so it downgrades generation quality.

Wei et al. arXiv 2024

For detailed experiment and explanation, refer to the paper, titled InstructRAG - Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales (Wei et al., arXiv 2024)

Reference