Article

Optimizing Text Summarization with Reinforcement Learning from Propagation Feedback Using Large Language Models

2024-09-17

Abstract excerpt

<title>Abstract</title> <p>Automated text summarization is increasingly crucial due to the vast amounts of information generated daily across various domains, necessitating the development of models that can produce concise and coherent summaries. The integration of reinforcement learning with an enhanced Mistral LLM introduces a novel approach that dynamically refines summarization tasks through iterative feedba...

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Literature Corpus work: 2e5e540c-79eb-521e-8581-714635b4d7ce
DOI: 10.21203/rs.3.rs-5092567/v1

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