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
https://remydecoupes.pages-forge.inrae.fr/website
Reposted by Rémy Decoupes
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
November 11, 2025 at 6:37 PM
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
Reposted by Rémy Decoupes
🌉 #EMNLP2026 will be October 24-29th in Budapest! 🌉
Thanks all for a great conference, and see you at the next one!
Thanks all for a great conference, and see you at the next one!
November 7, 2025 at 10:41 PM
🌉 #EMNLP2026 will be October 24-29th in Budapest! 🌉
Thanks all for a great conference, and see you at the next one!
Thanks all for a great conference, and see you at the next one!
Reposted by Rémy Decoupes
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...
Gated DeltaNet hybrids (Qwen3-Next, Kimi Linear), text diffusion, code world models, and small reasoning transformers.
🔗 magazine.sebastianraschka.com/p/beyond-sta...
November 4, 2025 at 2:49 PM
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...
Gated DeltaNet hybrids (Qwen3-Next, Kimi Linear), text diffusion, code world models, and small reasoning transformers.
🔗 magazine.sebastianraschka.com/p/beyond-sta...
Reposted by Rémy Decoupes
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:
@mjgault.bsky.social has more:
November 3, 2025 at 5:00 PM
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:
@mjgault.bsky.social has more:
Reposted by Rémy Decoupes
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. ⤵️
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. ⤵️
November 2, 2025 at 3:17 PM
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. ⤵️
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. ⤵️
Reposted by Rémy Decoupes
So we're hiring.
October 28, 2025 at 4:01 PM
So we're hiring.
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...
@interdonatos.bsky.social , @matroche.bsky.social , M.Teisseire & S.Valentin.
Code: github.com/tetis-nlp/ge...
link.springer.com/article/10.1...
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...
link.springer.com
October 28, 2025 at 1:21 PM
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...
@interdonatos.bsky.social , @matroche.bsky.social , M.Teisseire & S.Valentin.
Code: github.com/tetis-nlp/ge...
link.springer.com/article/10.1...
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...
The Big LLM Architecture Comparison
From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
magazine.sebastianraschka.com
October 28, 2025 at 11:30 AM
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...
Reposted by Rémy Decoupes
🤗 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 🧵
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 🧵
October 22, 2025 at 1:04 PM
🤗 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 🧵
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 🧵
Reposted by Rémy Decoupes
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...
Les slides de ma présentation : docs.google.com/presentation...
Modèles et données : huggingface.co/GEODE
Démonstration : huggingface.co/spaces/GEODE...
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...
docs.google.com
October 16, 2025 at 4:59 PM
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...
Les slides de ma présentation : docs.google.com/presentation...
Modèles et données : huggingface.co/GEODE
Démonstration : huggingface.co/spaces/GEODE...
Reposted by Rémy Decoupes
🎥 Tools SIESTA | Anjana
🧩 A Python library that makes data anonymization simple & powerful with techniques like generalization, suppression & microaggregation.
👉 Watch: youtu.be/yw3tOd8WuIU
#EOSCSIESTA
🧩 A Python library that makes data anonymization simple & powerful with techniques like generalization, suppression & microaggregation.
👉 Watch: youtu.be/yw3tOd8WuIU
#EOSCSIESTA
Anonymizing Sensitive Tabular Data: A Practical Guide with Anjana
YouTube video by EOSC SIESTA
youtu.be
October 6, 2025 at 11:35 AM
🎥 Tools SIESTA | Anjana
🧩 A Python library that makes data anonymization simple & powerful with techniques like generalization, suppression & microaggregation.
👉 Watch: youtu.be/yw3tOd8WuIU
#EOSCSIESTA
🧩 A Python library that makes data anonymization simple & powerful with techniques like generalization, suppression & microaggregation.
👉 Watch: youtu.be/yw3tOd8WuIU
#EOSCSIESTA
Reposted by Rémy Decoupes
And new paper out: Pleias 1.0: the First Family of Language Models Trained on Fully Open Data
How we train an open everything model on a new pretraining environment with releasable data (Common Corpus) with an open source framework (Nanotron from HuggingFace).
www.sciencedirect.com/science/arti...
How we train an open everything model on a new pretraining environment with releasable data (Common Corpus) with an open source framework (Nanotron from HuggingFace).
www.sciencedirect.com/science/arti...
September 27, 2025 at 11:44 AM
And new paper out: Pleias 1.0: the First Family of Language Models Trained on Fully Open Data
How we train an open everything model on a new pretraining environment with releasable data (Common Corpus) with an open source framework (Nanotron from HuggingFace).
www.sciencedirect.com/science/arti...
How we train an open everything model on a new pretraining environment with releasable data (Common Corpus) with an open source framework (Nanotron from HuggingFace).
www.sciencedirect.com/science/arti...
Reposted by Rémy Decoupes
🗺️ Geoint, les yeux du renseignement
Au carrefour de la géographie, de l'intelligence artificielle et des sciences humaines, le Geoint (pour Geosptial Intelligence) façonne une nouvelle cartographie pour le militaire et le civil.
🎧 @franceculture.fr
www.radiofrance.fr/francecultur...
Au carrefour de la géographie, de l'intelligence artificielle et des sciences humaines, le Geoint (pour Geosptial Intelligence) façonne une nouvelle cartographie pour le militaire et le civil.
🎧 @franceculture.fr
www.radiofrance.fr/francecultur...
September 23, 2025 at 8:55 AM
🗺️ Geoint, les yeux du renseignement
Au carrefour de la géographie, de l'intelligence artificielle et des sciences humaines, le Geoint (pour Geosptial Intelligence) façonne une nouvelle cartographie pour le militaire et le civil.
🎧 @franceculture.fr
www.radiofrance.fr/francecultur...
Au carrefour de la géographie, de l'intelligence artificielle et des sciences humaines, le Geoint (pour Geosptial Intelligence) façonne une nouvelle cartographie pour le militaire et le civil.
🎧 @franceculture.fr
www.radiofrance.fr/francecultur...
Reposted by Rémy Decoupes
This analysis leaves out some big variables (poverty, diet, lack of access to healthcare, etc.), but it does make a convincing argument that actual death tolls from natural disasters are much higher than official numbers, especially as disasters become more frequent.
youtube.com/watch?v=LsTo...
youtube.com/watch?v=LsTo...
Could Weather Explain Why People Live So Much Longer Outside of the Southeast US?
YouTube video by PBS Terra
youtube.com
September 19, 2025 at 4:22 AM
This analysis leaves out some big variables (poverty, diet, lack of access to healthcare, etc.), but it does make a convincing argument that actual death tolls from natural disasters are much higher than official numbers, especially as disasters become more frequent.
youtube.com/watch?v=LsTo...
youtube.com/watch?v=LsTo...
Reposted by Rémy Decoupes
🚀 Europe’s first exascale supercomputer is here!
JUPITER, launched in Germany, is the EU’s most powerful system and fourth fastest worldwide.
100% powered by renewables, it has also ranked first in energy efficiency. It will boost AI, science, and climate research.
Read more - europa.eu/!vcWBqW
JUPITER, launched in Germany, is the EU’s most powerful system and fourth fastest worldwide.
100% powered by renewables, it has also ranked first in energy efficiency. It will boost AI, science, and climate research.
Read more - europa.eu/!vcWBqW
September 6, 2025 at 7:17 AM
🚀 Europe’s first exascale supercomputer is here!
JUPITER, launched in Germany, is the EU’s most powerful system and fourth fastest worldwide.
100% powered by renewables, it has also ranked first in energy efficiency. It will boost AI, science, and climate research.
Read more - europa.eu/!vcWBqW
JUPITER, launched in Germany, is the EU’s most powerful system and fourth fastest worldwide.
100% powered by renewables, it has also ranked first in energy efficiency. It will boost AI, science, and climate research.
Read more - europa.eu/!vcWBqW
Reposted by Rémy Decoupes
7 ans d'attente, d'essais et d'échecs, sur ce point de vue mythique entre le Pic Saint Loup et l'Hortus au nord de Montpellier.
Mais cette nuit, la persévérance a payé avec ce barrage de foudres !
1er septembre 2025, 2h05.
© Serge Zaka
Mais cette nuit, la persévérance a payé avec ce barrage de foudres !
1er septembre 2025, 2h05.
© Serge Zaka
September 1, 2025 at 6:51 AM
7 ans d'attente, d'essais et d'échecs, sur ce point de vue mythique entre le Pic Saint Loup et l'Hortus au nord de Montpellier.
Mais cette nuit, la persévérance a payé avec ce barrage de foudres !
1er septembre 2025, 2h05.
© Serge Zaka
Mais cette nuit, la persévérance a payé avec ce barrage de foudres !
1er septembre 2025, 2h05.
© Serge Zaka
Reposted by Rémy Decoupes
Un like = une phrase réaliste dite par CHAT GPT 5 s'il s'exprimait vraiment comme quelqu'un avec un doctorat.
August 9, 2025 at 8:52 AM
Un like = une phrase réaliste dite par CHAT GPT 5 s'il s'exprimait vraiment comme quelqu'un avec un doctorat.
Reposted by Rémy Decoupes
Can we balance the preservation of biodiversity with the need for artificial lights at night in urban areas? Our new Nature Cities paper with @chloebdt.bsky.social, S. Potin, J. Chaurand, V. Delbar, L. Mariton & M. David explores this question
Planning sustainable urban lighting for biodiversity and society
Nature Cities - Sustainable lighting requires balancing the preservation of biodiversity with the needs of urban residents. This study offers a valuable tool and meaningful insights to assist urban...
rdcu.be
June 20, 2025 at 4:11 PM
Can we balance the preservation of biodiversity with the need for artificial lights at night in urban areas? Our new Nature Cities paper with @chloebdt.bsky.social, S. Potin, J. Chaurand, V. Delbar, L. Mariton & M. David explores this question
Reposted by Rémy Decoupes
Explore Wikipedia through a data map. Pages are grouped by semantic similarity, for topic clusters.
Hover to see details, zoom to explore more fine-grained topics, click to go to a page. Search by page
name to find interesting starting points for exploration.
lmcinnes.github.io/datamapplot_...
Hover to see details, zoom to explore more fine-grained topics, click to go to a page. Search by page
name to find interesting starting points for exploration.
lmcinnes.github.io/datamapplot_...
June 22, 2025 at 3:36 PM
Explore Wikipedia through a data map. Pages are grouped by semantic similarity, for topic clusters.
Hover to see details, zoom to explore more fine-grained topics, click to go to a page. Search by page
name to find interesting starting points for exploration.
lmcinnes.github.io/datamapplot_...
Hover to see details, zoom to explore more fine-grained topics, click to go to a page. Search by page
name to find interesting starting points for exploration.
lmcinnes.github.io/datamapplot_...
Reposted by Rémy Decoupes
The history of my people
Very interesting oral history -- interviews with some top NLP folks on the effects of GenAI on their field:
www.quantamagazine.org/when-chatgpt...
www.quantamagazine.org/when-chatgpt...
When ChatGPT Broke an Entire Field: An Oral History | Quanta Magazine
Researchers in “natural language processing” tried to tame human language. Then came the transformer.
www.quantamagazine.org
May 1, 2025 at 12:02 PM
The history of my people
Geographical biases in LLMs and their impact on crisis response: our works discussed in "What we learned from reading ~100 AI safety evaluations" www.aipolicyperspectives.com/p/what-we-le...
What we learned from reading ~100 AI safety evaluations
The merits of AI meta-evaluation
www.aipolicyperspectives.com
May 7, 2025 at 10:00 AM
Geographical biases in LLMs and their impact on crisis response: our works discussed in "What we learned from reading ~100 AI safety evaluations" www.aipolicyperspectives.com/p/what-we-le...
Reposted by Rémy Decoupes
Le réseau Recherche Reproductible est sur BS : @reproductible-fr.bsky.social
#openscience #reproductibility #replicability #research
#openscience #reproductibility #replicability #research
May 5, 2025 at 3:08 PM
Le réseau Recherche Reproductible est sur BS : @reproductible-fr.bsky.social
#openscience #reproductibility #replicability #research
#openscience #reproductibility #replicability #research
Reposted by Rémy Decoupes
📍 Au Centre Informatique National de l'Enseignement Supérieur 📡 Inauguration du cluster « Calcul et cloud ISDM-MESO » de l’UM. Une infrastructure numérique au service de la recherche servant aux besoins de calcul et de cloud, en lien avec son offre de stockage massif
April 30, 2025 at 11:51 AM
📍 Au Centre Informatique National de l'Enseignement Supérieur 📡 Inauguration du cluster « Calcul et cloud ISDM-MESO » de l’UM. Une infrastructure numérique au service de la recherche servant aux besoins de calcul et de cloud, en lien avec son offre de stockage massif
Reposted by Rémy Decoupes
Alibaba's Qwen3, their latest large language models, including 2 MoE models and 6 dense models, ranging from 0.6B to 235B.
Their flagship model, Qwen3-235B-A22B, achieves competitive results in benchmark evaluations of coding, math, general capabilities, etc., when compared to other top-tier models
Their flagship model, Qwen3-235B-A22B, achieves competitive results in benchmark evaluations of coding, math, general capabilities, etc., when compared to other top-tier models
April 28, 2025 at 9:16 PM
Alibaba's Qwen3, their latest large language models, including 2 MoE models and 6 dense models, ranging from 0.6B to 235B.
Their flagship model, Qwen3-235B-A22B, achieves competitive results in benchmark evaluations of coding, math, general capabilities, etc., when compared to other top-tier models
Their flagship model, Qwen3-235B-A22B, achieves competitive results in benchmark evaluations of coding, math, general capabilities, etc., when compared to other top-tier models
Reposted by Rémy Decoupes
JetBrains has been quietly building something special for the open-source LLM community. More details will be posted soon on Hugging Face. Stay tuned! 🧑💻
April 28, 2025 at 6:50 AM
JetBrains has been quietly building something special for the open-source LLM community. More details will be posted soon on Hugging Face. Stay tuned! 🧑💻