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Mingmeng Geng

@mingmenggeng.bsky.social
15 followers 24 following 25 posts

Postdoc at ENS-PSL & CNRS-Lattice, working on LLMs: www.mingmenggeng.com SUSTech -> École Polytechnique -> SISSA -> ENS-PSL -> ???

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Mingmeng Geng @mingmenggeng.bsky.social · 15/05/2026
Avec un peu d'optimisme, on peut imaginer que les LLMs prennent en charge une partie des examens oraux, ce qui permettrait de réduire la charge des enseignants. Plusieurs publications ont déjà exploré cette possibilité, par exemple arxiv.org/abs/2603.18221
arxiv.org
Scalable and Personalized Oral Assessments Using Voice AI
Large language models have broken take-home exams. Students generate polished work they cannot explain under follow-up questioning. Oral examinations are a natural countermeasure -- they require real-...
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Mingmeng Geng @mingmenggeng.bsky.social · 11/05/2026
Les progrès des LLMs sont très rapides... gowers.wordpress.com/2026/05/08/a...
gowers.wordpress.com
A recent experience with ChatGPT 5.5 Pro
We are all having to keep revising upwards our assessments of the mathematical capabilities of large language models. I have just made a fairly large revision as a result of ChatGPT 5.5 Pro, to whi…
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Mingmeng Geng @mingmenggeng.bsky.social · 08/04/2026
Anyway, the era of "delve" is over. Visualization of word usage patterns in abstracts: llm-impact.github.io/word-usage-a... Joint work with Yuhang Dong and @tpoibeau.bsky.social
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Mingmeng Geng @mingmenggeng.bsky.social · 08/04/2026
More "beyond" and "via" in titles? Fewer "the" and "of" in abstracts? "Together" making a comeback? [New Preprint] Beyond Via: Analysis and Estimation of the Impact of Large Language Models in Academic Papers arxiv.org/abs/2603.25638
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Mingmeng Geng @mingmenggeng.bsky.social · 06/03/2026
Thanks for sharing! I searched for "language industrialization" on Google before, but found nothing 😂
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Mingmeng Geng @mingmenggeng.bsky.social · 06/03/2026
I wrote a short piece on “language industrialization”: hal.science/view/index/d... I came up with the idea of “language industrialization” when I was writing my research proposal last year, but I’m curious why so few people have discussed it under this term or similar ones before...
hal.science
Language Industrialization: A New Social Revolution?
As artificial intelligence (AI) tools, particularly large language models (LLMs), enable the rapid production of large quantities of relatively high-quality text and other forms of content, human language may also be facing a revolution comparable to industrialization. However, automated and standardized language generation faces many issues, such as insufficient diversity, which may lead to risks like knowledge collapse. In this paper, I introduce the concept of language industrialization to refer to this phenomenon. While the short-term effects of language industrialization have already become evident in certain fields (e.g., academia), its long-term effects in other areas will require careful monitoring and thorough analysis.
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Mingmeng Geng @mingmenggeng.bsky.social · 28/12/2025
Cela me rappelle un exposé www.ens.psl.eu/agenda/works... Plus précisément gauthierroussilhe.com
ens.psl.eu
Workshop on AI & Sustainability | ENS
Behind the rapid progress of artificial intelligence lies a growing concern: the environmental footprint of AI systems. From the energy demands of large-scale model training to the extraction of criti...
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Mingmeng Geng @mingmenggeng.bsky.social · 23/11/2025
C'est un peu hors sujet, mais savoir un peu de latin et de grec, ça aide parfois à trouver un bon acronyme pour un modèle ou une méthode 😂
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Mingmeng Geng @mingmenggeng.bsky.social · 11/08/2025
Many thanks again to my collaborators! Looking forward to meeting more people at upcoming conferences!
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Mingmeng Geng @mingmenggeng.bsky.social · 11/08/2025
(--) Are Large Language Models Chameleons? An Attempt to Simulate Social Surveys arxiv.org/abs/2405.19323 (on another topic, oral presentation at ESRA) And one new paper I‘ve mentioned to many people: (5) code_transformed: The Influence of Large Language Models on Code arxiv.org/abs/2506.12014
arxiv.org
code_transformed: The Influence of Large Language Models on Code
Coding remains one of the most fundamental modes of interaction between humans and machines. With the rapid advancement of Large Language Models (LLMs), code generation capabilities have begun to sign...
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Mingmeng Geng @mingmenggeng.bsky.social · 11/08/2025
(3) LLM as a Broken Telephone: Iterative Generation Distorts Information aclanthology.org/2025.acl-lon... (4) Wikipedia in the Era of LLMs: Evolution and Risks arxiv.org/abs/2503.02879
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Mingmeng Geng @mingmenggeng.bsky.social · 11/08/2025
(1) Human-LLM Coevolution: Evidence from Academic Writing aclanthology.org/2025.finding... (2) The Impact of Large Language Models in Academia: from Writing to Speaking aclanthology.org/2025.finding...
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Mingmeng Geng @mingmenggeng.bsky.social · 11/08/2025
Another unforgettable summer! I was glad to present some of my recent work on "the impact of LLMs in society" at ACL (*3+1), IC2S2 (*2), ESRA, Youth in HD, and ICSSI. Here are the papers and posters:
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Mingmeng Geng @mingmenggeng.bsky.social · 02/05/2025
hard to say arxiv.org/abs/2503.02879
arxiv.org
Wikipedia in the Era of LLMs: Evolution and Risks
In this paper, we present a thorough analysis of the impact of Large Language Models (LLMs) on Wikipedia, examining the evolution of Wikipedia through existing data and using simulations to explore po...
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Mingmeng Geng @mingmenggeng.bsky.social · 17/02/2025
Previous work: (1) Is ChatGPT Transforming Academics' Writing Style arxiv.org/abs/2404.08627 (2) The Impact of Large Language Models in Academia: from Writing to Speaking arxiv.org/abs/2409.13686
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Mingmeng Geng @mingmenggeng.bsky.social · 17/02/2025
[New preprint] Human-LLM Coevolution: Evidence from Academic Writing arxiv.org/abs/2502.09606 Hint 1: To delve or not to delve, that is the intricate question! Hint 2: A short and easy-to-read paper! Still the word frequency in arXiv abstracts! 👇👇👇
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Mingmeng Geng @mingmenggeng.bsky.social · 19/12/2024
This translation has some issues 😂 ChatGPT does better. "Fly Over Southern University of Science and Technology: One Continuous Shot Covering 2,970 Mu in 11 Minutes · Double First-Class · SUSTech · Giant Campus · Aerial Campus View" PS: 1 mu ≈ 0.165 acres
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Mingmeng Geng @mingmenggeng.bsky.social · 18/12/2024
bigger😉 www.bilibili.com/video/BV17J4...
bilibili.com
飞越南方科技大学一镜到底2970亩11分钟·双一流·南科大·巨无霸·航拍校园_哔哩哔哩_bilibili
-, 视频播放量 10343、弹幕量 35、点赞数 198、投硬币枚数 49、收藏人数 117、转发人数 80, 视频作者 旅拍者园子, 作者简介 所有视频素材均为个人原创,概不外借,也不得转载、录屏二创、或做其他任何用途。持续更新原创的一镜到底看名校、万米高空看中国等飞越系列。,相关视频:高考644上南科大不晓得亏不亏,南科大学生证的“含金量”,【毕业记录】逃离南科大,南科大23级硕士新生宿舍,...
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Mingmeng Geng @mingmenggeng.bsky.social · 18/12/2024
Interesting, I know all four students in the video 😂 It was clearly filmed between 2013 and 2017, and the campus looks quite different now 🧐
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Mingmeng Geng @mingmenggeng.bsky.social · 14/12/2024
You can find a little if you search her name 😬 My guess is that not many Chinese have moved here from X
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Mingmeng Geng @mingmenggeng.bsky.social · 14/12/2024
Probably the only one that mentions her name so far: bsky.app/profile/yili... More discussion on X: x.com/sunjiao123su...
x.com
x.com
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Mingmeng Geng @mingmenggeng.bsky.social · 14/12/2024
Almost no discussion about Rosalind Picard here. Can I assume that most Chinese AI researchers are still on Twitter/X?
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Mingmeng Geng @mingmenggeng.bsky.social · 04/12/2024
And, in an earlier paper 🧐😎 arxiv.org/abs/2404.08627
We are more interested in the density of LLM-style texts and its relative value (comparisons between categories and over time) than in establishing how many people are using LLMs – this can be estimated with the help of questionnaires, and it is not possible to get an accurate estimate only based on simulated data.
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Mingmeng Geng @mingmenggeng.bsky.social · 04/12/2024
Interesting work! In addition to what you mentioned, we also noticed that more LLM-style words have started to appear in the presentations of ML conferences: arxiv.org/abs/2409.13686
arxiv.org
The Impact of Large Language Models in Academia: from Writing to Speaking
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, ...
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Mingmeng Geng @mingmenggeng.bsky.social · 04/12/2024
Maybe it's hard to define the previous distribution? (not PI, just intuition) 👀 "All happy families are alike; each unhappy family is unhappy in its own way."
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