FlashRAG is a Python toolkit for the reproduction and development of Retrieval Augmented Generation (RAG) research. Our toolkit includes 36 pre-processed benchmark RAG datasets and 23 state-of-the-art ...

Abstract: Catastrophic forgetting has been a major challenge in continual learning, where the model needs to learn new tasks with limited or no access to data from previously seen tasks. To tackle ...

Abstract: Large Language Models (LLMs) have achieved remarkable improvements in their capabilities, yet it remains unclear how these advances are reflected in their internal representation spaces.