2 papers
cs.CL2024
Control Token with Dense Passage Retrieval
Juhwan Lee, Jisu Kim
This study addresses the hallucination problem in large language models (LLMs). We adopted Retrieval-Augmented Generation(RAG) (Lewis et al., 2020), a technique that involves embed…
cs.CL2024
Strategic Data Ordering: Enhancing Large Language Model Performance through Curriculum Learning
Jisu Kim, Juhwan Lee
The rapid advancement of Large Language Models (LLMs) has improved text understanding and generation but poses challenges in computational resources. This study proposes a curricul…