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.
InProceedings of the Workshop on Geometrical Models of Natural Language Semantics, pages 104–111, Athens, Greece
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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.