Diachronic analysis of 37k ACL papers plus a synthetic human-LLM passage pair dataset shows LLM-assisted writing uses more complex syntax and longer words with lower lexical diversity, rated more understandable by 20 experts.
First, our analysis is framed as a binary comparison of lan- guage use across two time periods
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What Are LLMs Doing to Scientific Communication? Measuring Changes in Writing Practices and Reading Experience
Diachronic analysis of 37k ACL papers plus a synthetic human-LLM passage pair dataset shows LLM-assisted writing uses more complex syntax and longer words with lower lexical diversity, rated more understandable by 20 experts.