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Mingmeng Geng

4 accepted papers

2026

Wikipedia in the Era of LLMs: Evolution and Risks

ICML 2026poster

In this paper, we present a comprehensive analysis and monitoring framework for the impact of Large Language Models (LLMs) on Wikipedia, examining the evolution of Wikipedia through existing data and using simulations to explore potential risks. We begin by analyzing article content and page views t…

Cited by 0SourcecodeScholar
2025

LLM as a Broken Telephone: Iterative Generation Distorts Information

ACL 2025long

As large language models are increasingly responsible for online content, concerns arise about the impact of repeatedly processing their own outputs.Inspired by the “broken telephone” effect in chained human communication, this study investigates whether LLMs similarly distort information through it…

2025

The Impact of Large Language Models in Academia: from Writing to Speaking

ACL 2025finding

Large language models (LLMs) are increasingly impacting human society, particularly in textual information. Based on more than 30,000 papers and 1,000 presentations from machine learning conferences, we examined and compared the words used in writing and speaking, representing the first large-scale…

Cited by 0SourcePDFScholar