Sentence Simplification via Large Language Models

Feng, Yutao, Qiang, Jipeng, Li, Yun, Yuan, Yunhao, Zhu, Yi

arXiv.org Artificial Intelligence 

Nevertheless, it remains unclear how LLMs perform in SS task compared to current SS methods. To Sentence Simplification aims to rephrase address this gap in research, we undertake a systematic complex sentences into simpler sentences evaluation of the Zero-/Few-Shot learning capability of while retaining original meaning. Large Language LLMs, by assessing their performance on existing SS models (LLMs) have demonstrated the benchmarks. We carry out an empirical comparison of ability to perform a variety of natural language the performance of ChatGPT and the most advanced processing tasks. However, it is not GPT3.5 model (text-davinci-003).

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