Yizhong Wang
2 papers · Latest:
Natural Language Processing
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Self-RAG is a novel framework that enables large language models to adaptively retrieve relevant information and self-reflect on their outputs, significantly improving factual accuracy and response quality.
2310.11511
Natural Language ProcessingSelf-Instruct: Aligning Language Models with Self-Generated Instructions
Self-Instruct is a method that improves language models' ability to follow instructions by generating and refining their own instruction data, significantly enhancing performance without relying on human-annotated datasets.
2212.10560
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