Rémy Decoupes

Rémy Decoupes

@remydec.bsky.social

GeoAI (NLP & LLM) and GIS for disaster response and crisis management at UMR TETIS, INRAE https://remydecoupes.pages-forge.inrae.fr/website

86 Followers 99 Following 17 Posts Joined Dec 2023
1 day ago
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Inégalités entre territoires : de quoi parle-t-on ? Mesurer les inégalités dans un espace géographique n’est pas aussi évident qu’il y parait. Quelle échelle choisir ? Quels sont les pièges à éviter ? L’analyse de Louis Maurin.

[1/8] @obs-des-inegalites.bsky.social Louis Maurin examine comment mesurer les inégalités dans l’espace. Il montre que la géo des inégalités dépend fortement de l’échelle choisie et des méthodes d’observation. Les cartes doivent donc être interprétées avec prudence. #geography #spatialinequality

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1 week ago
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Data.gouv lance son protocole ouvert contre la capture des données publiques L'État français expérimente MCP, un protocole ouvert pour connecter les IA aux données publiques, avec code source accessible et focus sur la souveraineté.

L'État français déploie son propre serveur MCP pour connecter les IA aux données publiques. Code source ouvert, contrôle souverain : une infrastructure qui évite la capture par les géants tech tout en respectant les standards ouverts.

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2 weeks ago
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New amazing interpretability/SAE work on Baguettotron! Almost surprised how much the high entropy section are actually connected to analytical features: lyramakesmusic.github.io/bread-slicer/

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2 weeks ago
llama.cpp logo + Hugging Face logo

Llama.cpp joins Hugging Face

github.com/ggml-org/lla...

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2 weeks ago
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MaIAGE recrute !

Un poste permanent d'IR en TAL est ouvert au concours.
Descriptif du poste, contacts et modalités de candidature: jobs.inrae.fr/concours/con...

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1 month ago

🧵 AI bias isn’t just a chatbot problem.

It’s increasingly built into our phones 📱

Our new audit finds the core on-device model powering Apple Intelligence is far from neutral.

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1 month ago
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It's insightful and true because it's in ICLR format

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1 month ago
Junior research scientist in quantitative geography or spatial economics applied to regional "One Health" approach CR26-ACT-1 - You will work at the TETIS research unit in Montpellier, at the Maison de la Télédétection, which also houses the Espace-Dev research unit and companies specializing in remote sensing and spatial information. The lab is a highly multidisciplinary unit developing applied research in the field of spatial information. It offers a welcoming environment for researchers in the social sciences (geography, economics) and encourages the development of innovative approaches by promoting interaction with researchers from other disciplines (remote sensing, data science, spatial modeling). You will join the “Diagnosis and Anticipation through Spatial Modeling and Analysis of Territories” research group and participate in the unit's scientific activities focused on the major challenges of "Preserving biodiversity and strengthening the health of socio-ecosystems“ and ”Characterizing inequalities and promoting socio-spatial justice."You will also benefit from a large network of collaborators in the Montpellier area (e.g., i-site MUSE Exposum, MSH Sud, MEEDIN, Health Ecology networks), the INRAE network (Territoires de Santés seminar, ModStatSAP network) in France, and international networks (PEER Network, Ecosystem Services Partnership, IPBES).Addressing the challenges related to health independently of those related to biodiversity, food, and climate change can lead to ineffective (and even costly) policies. Your research will contribute to the development of quantitative and spatial methodologies that operationalize ‘One health’ and nexus approaches and enable the evaluation of land use policies with a global health perspective. This may involve the concept of « one health territories » (« territoires de santés »), referring to spaces of varying sizes where collective actions are deployed to manage risks in a comprehensive manner. You will study the types of spatial organizations (e.g. landscape structure) that promote or hinder global health, developing methods in the short term to map multiple risks (pathogenesis) and then, in the medium term, analyses of what constitutes global health (salutogenesis). From a geographical perspective, the research focus will be on developing quantitative and spatial analysis methodologies (statistics, modeling) based on multiple data sets (epidemiological, biophysical, and socioeconomic). From an economic perspective, you will evaluate human health-focused development policies versus integrated approaches, addressing issues of urbanization, climate change, and pressure on biodiversity.You will join the TETIS lab (Montpellier) organized into research groups developing innovative approaches to spatial information to support regions facing major social and environmental challenges. This structure is designed to promote cross-disciplinary perspectives and interactions. You will be responsible for conducting research on the operationalization of nexus and One health approaches by developing methodologies and analytical tools that are useful for land use planning and health stakeholders in addressing for instance the following questions: How do spatial effects (agglomeration, displacement) affect global health in a given territory? Which populations are most impacted by land use planning policies? Which land use planning policies (dis)advantage global health?These questions will be developed through case studies involving health and environmental stakeholders (e.g., DGS, DGALN, ARS, etc.). In the short term, your research will focus on pathogenesis approaches, for which data (environmental and epidemiological data from the unit's projects—e.g., MOOD, BEYOND, THEIA Spatial Data Center) are available, in order to assess and map risks to animal health, human health, or plant health in France. In the medium term, your research will focus on salutogenesis approaches, examining forms of land use planning that promote health (e.g., prevention of zoonoses through biodiversity).To conduct your research, you will have privileged access to the spatial modeling tools produced by the unit (e.g., Ocelet, ArboCarto, Urban InVEST, BiodivMapR, FORDEAD, etc.) and will be able to participate in French collaborative projects (e.g., Vulnerability of Populations and Ecosystem Services - VULPES, Agralife - Sustainable Livestock Farming, Vegetation-Ecosystem Services and Arboviruses) and international projects (e.g., Horizon Europe MOSAIC). Within INRAE, the position is linked to the BIOSEFAIR and XRISQUES metaprograms. Finally, you will have access to financial resources in accordance with the unit's operating rules.

🗺️ We are offering a position as an INRAE research fellow in spatial economics or quantitative geography focusing on global health approaches in our laboratory - UMR TETIS (Territories, Environment, Remote Sensing, and Spatial Information).

📍 All information can be found here:
#OneHealth #Spatial

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1 month ago
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🔥I am super excited for the official release of an open-source library we've been working on for about a year!

🪄interpreto is an interpretability toolbox for HF language models🤗. In both generation and classification!

Why do you need it, and for what?

1/8 (links at the end)

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1 month ago
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This map reveals some of the hidden facts behind AI data centers 👀 #trendingshorts #ai #research Epoch AI, a nonprofit research group, is using satellite imagery and public records to track the rapid expansion of AI datacenters across the United States.B...

We loved this quick visual rundown of the Frontier Datacenters hub.

Thanks to Rowan Cheung for featuring our project!

www.youtube.com/shorts/szAW...

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1 month ago
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38 participants ont joué à un escape game pour sensibiliser aux bonnes pratiques de gestion et publication des données scientifiques. Une initiative de l'UMR TETIS et l'UMR Espace Dev avec le soutien de l’Appel à Projets Science Ouverte AgroParisTech.
📰 Lire l'article : https://tinyurl.com/33rhpvfw

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2 months ago
ArXiv page 1

Arabic has 422 million speakers, yet most AI systems treat it as an afterthought.

The Technology Institute of the UAE just released Falcon-H1-Arabic, the first Arabic language model built on hybrid Mamba-Transformer architecture. This isn't another scaled-up model with better Arabic..

(1/7)

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2 months ago
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From 'Googling' to 'Asking ChatGPT': Governing AI Search We provide an overview of the most relevant changes and shifts between traditional search engines and AI search functionalities. This report also offers a framework for situating AI search in the curr...

Really interesting AI Forensics report about how we search for information using AI chatbots. It raises yet another layer of concern.
aiforensics.org/work/governi...

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3 months ago

Longitudinal assessment of research in GIScience domain shows a positive impact of reproducible research practices
https://doi.org/10.31223/X5RJ3W

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3 months ago
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Academic Circle in Uproar: ICLR Reviewers Reveal Identities, Low Scores Given by Friends True Open Review: Unveiling Transparent and Authentic Evaluations

Yesterday, an #OpenReview vulnerability led to the leak of reviewer identities of all the major academic AI conferences, including the ongoing #ICLR2026 conferences. #ICLRLeaks

This is both a huge disaster, and an opportunity to tackle the serious flaws of AI research.
eu.36kr.com/en/p/3572028...

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3 months ago
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A Technical Tour of the DeepSeek Models from V3 to V3.2 Understanding How DeepSeek's Flagship Open-Weight Models Evolved

This interesting week started with DeepSeek V3.2!

I just wrote up a technical tour of the predecessors and components that led up to this:

🔗 magazine.sebastianraschka.com/p/technical-...

- Multi-Head Latent Attention
- RLVR
- Sparse Attention
- Self-Verification
- GRPO Updates

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3 months ago
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From the LlamaFarm community on Reddit: "We're in an LLM bubble, not an AI bubble" - Here's what's actually getting downloaded on HuggingFace and how you can start to really use AI. Explore this post and more from the LlamaFarm community

BERT-like models are still the most downloaded models on Hugging Face (45%), compared with decoder-only models (9%).
www.reddit.com/r/LlamaFarm/...

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3 months ago
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25 years of humanity at its best. #Wikipedia25

Donate now ➡️ donate.wikipedia25.org

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3 months ago
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Intelligence artificielle : une compétition mondiale | Le dessous des cartes - ARTE Les géants américains et chinois se disputent la suprématie dans le secteur de l'intelligence artificielle, avec des investissements colossaux. L'IA générative, qui produit textes, images et musiques, est au coeur de cette bataille. Cette révolution technologique soulève des enjeux stratégiques et é

Les géants américains et chinois se disputent la suprématie dans le secteur de l'IA et cette révolution technologique soulève évidemment des enjeux stratégiques et éthiques 🤖

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4 months ago
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VarDial 2026 - Shared Tasks AMIYA (عامية) Shared Task: Arabic Modeling In Your Accent The AMIYA shared task will offer a chance for researchers to demonstrate innovations and improvements in language modeling of dialectal Arabic...

Interested in developing LLMs that work for dialectal Arabic? Introducing the AMIYA shared task: Arabic Modeling In Your Accent, just accepted to VarDial 2026. Please consider submitting and joining us in Morocco if you do! sites.google.com/view/vardial...

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4 months ago
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The program for the 6th Spatial Data Science Symposium is now online. Registration will open soon. The symposium is Dec 4 & 5. Plan to check out the Thematic Sessions, Paper Sessions, Emerging Researchers Panel, Keynotes, and Interview. sdss2025.spatial-data-science.net/program.html

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4 months ago
An image of a conference presentation slide showing that EMNLP 2026 will be held October 24-29th in Budapest, with an audience below

🌉 #EMNLP2026 will be October 24-29th in Budapest! 🌉

Thanks all for a great conference, and see you at the next one!

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4 months ago
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My new field guide to alternatives to standard LLMs:

Gated DeltaNet hybrids (Qwen3-Next, Kimi Linear), text diffusion, code world models, and small reasoning transformers.

🔗 magazine.sebastianraschka.com/p/beyond-sta...

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4 months ago

Because of an onslaught of AI-generated research, specifically in the computer science (CS) section, arXiv is going to limit which papers can be published.

@mjgault.bsky.social has more:

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4 months ago
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Training LLMs end to end is hard. But way more people should, and will, be doing it in the future.

The @hf.co Research team is excited to share their new e-book that covers the full pipeline:
· pre-training,
· post-training,
· infra.

200+ pages of what worked and what didn’t. ⤵️

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4 months ago
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So we're hiring.

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4 months ago
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Evaluation of geographical distortions in language models - Machine Learning Geographic bias in language models (LMs) is an underexplored dimension of model fairness, despite growing attention being given to other social biases. We investigate whether LMs provide equally accur...

Our latest paper has just been published. We explore geographical biases in language models and their implications (with a focus on crisis monitoring).
@interdonatos.bsky.social , @matroche.bsky.social , M.Teisseire & S.Valentin.

Code: github.com/tetis-nlp/ge...

link.springer.com/article/10.1...

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4 months ago
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The Big LLM Architecture Comparison From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design

It's a very nice article in which the author compares the changes in the neural network architecture among the most famous 2025 LLMs: The Big LLM Architecture Comparison magazine.sebastianraschka.com/p/the-big-ll...

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4 months ago
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🤗 Sentence Transformers is joining @hf.co! 🤗

This formalizes the existing maintenance structure, as I've personally led the project for the past two years on behalf of Hugging Face. I'm super excited about the transfer!

Details in 🧵

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4 months ago
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2025 RnMSH Talk L’usage de l’IA pour une étude interdisciplinaire de la géographie dans l’Encyclopédie de Diderot et d’Alembert Ludovic Moncla ludovic.moncla@insa-lyon.fr Pratiques d’intelligence artificielle appliqu...

Un projet à l’intersection de l’histoire, de la géomatique, des sciences du langage et de l’IA.

Les slides de ma présentation : docs.google.com/presentation...
Modèles et données : huggingface.co/GEODE
Démonstration : huggingface.co/spaces/GEODE...

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