Wen et al. (2024) demonstrated that generalized RNNs, even when equipped with chain-of-thought reasoning, cannot perform associative recall or tasks requiring precise contextual retrieval unless they are augmented with retrieval-augmented generation (RAG) or followed by a Transformer layer.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (1)

• Retrieval-Augmented Generation (RAG) concept