Minh Pham
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2NLP×1Vision×1Crypto×1
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2026
On the Robustness of Watermarking for Autoregressive Image Generation
This paper analyzes existing watermarking schemes for autoregressive image generators and demonstrates that they are vulnerable to various removal and forgery attacks, suggesting they are unreliable for content detection and dataset filtering.
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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Papers
cs.CLcs.AIRecentJun 1, 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 div…
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cs.CVcs.AIcs.CRRecentApr 13, 2026