There are also trade-offs in creativity. Because the energy critic favors low-energy (i.e., high-probability) text, the model ...

Abstract: Text summarization is crucial in condensing lengthy texts into concise summaries, enabling efficient information retrieval and content evaluation. Large language models (LLMs) have emerged ...

Abstract: Due to the explosive growth of digital content, automated text summary generation has become a critical task for digesting large amounts of information efficiently. In this work, we propose ...