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Plan, Edit, Explain and Repeat: The PEER Collaborative Language Model Brings a Humanlike Process to Text Generation

While contemporary large-scale language models have excelled in text generation, these models are designed to generate only a final text and lack capabilities — such as the modifying and refining drafts — that characterize real-world collaborative writing workflows and are crucial for developing accurate and high-quality final texts.

Plan, Edit, Explain and Repeat: The PEER Collaborative Language Model Brings a Humanlike Process to Text Generation - Image

While contemporary large-scale language models have excelled in text generation, these models are designed to generate only a final text and lack capabilities — such as the modifying and refining drafts — that characterize real-world collaborative writing workflows and are crucial for developing accurate and high-quality final texts.