Yekyung Kim
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126
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NLP×1AI×1
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2026
Argument Collapse: LLMs Flatten Long-Form Public Debate
The paper demonstrates 'argument collapse,' showing that LLMs tend to converge on a small, repetitive set of polished arguments when generating long-form public debates, significantly reducing the diversity found in human writing.
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