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AI's emotional blunting effect: Researchers find LLMs can neutralize sentiments of original text

Phys Org
Summary
Nutrition label

88% Informative

Large language models can present and summarize content with a different tone and emphasis than the original data, potentially skewing research results.

Yi Ding and colleagues compared a climate dataset of 18,896,054 tweets that mentioned "climate change" from January 2019 to December 2021 to rephrased tweets prepared by LLMs.

Their findings are published in PNAS Nexus.

VR Score

94

Informative language

98

Neutral language

46

Article tone

formal

Language

English

Language complexity

58

Offensive language

not offensive

Hate speech

not hateful

Attention-grabbing headline

not detected

Known propaganda techniques

not detected

Time-value

long-living

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