MLIA ISIR
mlia-isir.bsky.social
MLIA ISIR
@mlia-isir.bsky.social
MLIA research team at CNRS/ISIR lab in Sorbonne University @sorbonne-universite.fr
https://www.isir.upmc.fr/equipes/mlia/
Congratulations Loïck Chambon, Paul Couairon, Nicolas Thome, Matthieu Cord and the @valeoai.bsky.social team!
November 29, 2025 at 4:59 PM
📣 PhD defense announcement ! 📣

Raphaël Mouravieff will defend his PhD titled "Deep Learning Approaches for Improving Generalization in Table Question-Answering."

📆 Monday, December 1st at 10:00 AM
📍 Room RC27 Atrium, 4 Place Jussieu, 75005 Paris
🖥️ A link will be provided to follow remotely
November 29, 2025 at 4:58 PM
🎉 Accepted papers at NeurIPS 2025 🎉
The team is proud to announce that several paper were accepted at #NeurIPS25. Looking forward to meet in Paris (25th-26th Nov), Copenhagen or San Diego (1st-7th Dec)!
Let's present our papers ⬇️
November 24, 2025 at 6:32 PM
The team meeting of the week was presented by Alexandre Vérine, from PSL, about "Quality and Diversity in generative models through the lens of f-divergences."
Thanks a lot for this interesting talk!
November 24, 2025 at 6:13 PM
🎉 PhD defense announcement!

Florian Le Bronnec will defend his PhD titled "Reliability of Generative Language Models: Efficiency, Faithfulness, and Coverage"! 👨‍🎓

🗓️When? Wed, November 26th, 14:00
📍Where? Amyot Amphitheater, PSL, 3 Rue Amyot, Paris.
Looking forward to seeing you there!

Abstract ⬇️
November 7, 2025 at 10:24 AM
The defense is about to start!
Follow online:
➡️ www.youtube.com/live/dXiYvUg...
November 4, 2025 at 12:59 PM
🗒️ Yesterday, Ben Kabongo led the team meeting with his presentation "MemRec: Memory Network for Explainable Recommendation". Thanks for the interesting talk!
November 4, 2025 at 9:56 AM
Reposted by MLIA ISIR
New paper at @blackboxnlp.bsky.social @ @emnlpmeeting.bsky.social !
⚛️ Entities are the fundamental building blocks of knowledge. Although some clues emerge from mechanistic interpretability, how auto-regressive LLMs actually encode and retrieve them remains a mystery. 🧵

📄 arxiv.org/abs/2510.09421
October 22, 2025 at 8:16 AM
Hope your tickets to attend @emnlpmeeting.bsky.social 2025 are booked! 🛫🇨🇳
We are very proud to share that the team will be present this year again, with nothing less than 7 accepted papers! 🎉

📍Suzhou, China
📅Nov 4 - 9th, 2025

Details and papers ⬇️
October 28, 2025 at 8:57 AM
🎉 PhD defense announcement!

@paulcouairon.bsky.social will defend his PhD titled "Structured Visual Representations with Foundation Models"!

🗓️When? Thursday, 4th November at 14:00
📍Where? Room 304 65/66, campus Pierre et Marie Curie, Sorbonne Université (4 place Jussieu, 75005 Paris).

Abstract ⬇️
October 27, 2025 at 4:44 PM
During today's team meeting, Marc Lafon from @lecnam.bsky.social presented his recent paper, accepted at @iccv.bsky.social 🏝️: "Learning vision-language uncertainties for failure prediction" (arxiv.org/abs/2507.07620)
October 13, 2025 at 11:53 AM
💫 Accepted paper at @iccv.bsky.social
The team is proud to announce that 3 papers were accepted to #ICCV2025! 🥳

📍 Honolulu, Hawaï, USA
🗓️ Oct 19 – 23th, 2025

Looking forward to present our works and discuss about it! 💫

Details and papers ⬇️
October 2, 2025 at 4:21 PM
Accepted paper at IROS 2025 🥳

🗓️ 19-25th October 2025
📍 Hangzhou, China
Zakariae EL ASRI, Ibrahim Laiche, Clément Rambour, Olivier Sigaud, Nicolas Thome
"RT-HCP: Dealing with Inference Delays and Sample Efficiency to Learn Directly on Robotic Platforms"
➡️ See the GitHub at github.com/elasriz/RTHCP
GitHub - elasriz/RTHCP
Contribute to elasriz/RTHCP development by creating an account on GitHub.
github.com
October 1, 2025 at 3:55 PM
Holidays are already over (sigh) but team's meetings are back for another year! 🔬

Today, we're listening to Jayneel Parekh, post-doc student under the supervision of @matthieucord.bsky.social , talking about his recent work: "Learning to Steer: Input-dependent Steering for Multimodal LLMs"
September 22, 2025 at 11:41 AM
@recsys.bsky.social is happening this week in Prague, Czech Republic, and Ben Kabongo will be there to present his paper, together with Vincent Guigue and Pirmin Lemberger from OnePoint 🚀

➡️"ELIXIR: Efficient and LIghtweight model for eXplaIning Recommendations"
📆 EARL Workshop
September 22, 2025 at 11:31 AM
📸 Some snapshots from the #ACL2025 conference last week!
Bravo for the MLIA people! Thanks a lot to all the insightful discussions!

Recap' of the team's activities
bsky.app/profile/mlia...

#NLP #ACL
August 7, 2025 at 1:32 PM
📣 Accepted paper at ICML 2025 📣

The team is proud to annonce that 4 papers were accepted at #ICML2025.
📍Vancouver, Canada
🗓️ 13th - 19th July
Looking forward to present our works and discuss about it!

Papers and schedule following ⬇️
July 9, 2025 at 9:21 AM
🎉 PhD defense announcement!

Song Duong will defend his PhD "Faithful and Efficient Conditional Text Generation for Data-to-text and Summarization"!

🗓️ Thursday, 10th July at 14:00
📍 Amphithéâtre Herpin, Bâtiment Esclangon, 4 place Jussieu, 75005 Paris.

Abstract ⬇️
July 8, 2025 at 8:56 AM
🗓️ Back from a 3-months exchange at KTH university in the TMH division, @teoguiguix.bsky.social presents his work during the team meeting of the week!
July 7, 2025 at 12:07 PM
Accepted long paper at IWSLT 2025! 🥳
📆 31 July-1 August 2025
📍 Vienna, Austria

Prompting LLMs: Length Control for Isometric Machine Translation, by Dávid Javorský, Ondřej Bojar, @yvofr.bsky.social, in collaboration with @ufal-cuni.bsky.social .
June 20, 2025 at 4:45 PM
The MLIA team will be featured in 6 papers (2 long papers and 4 Findings) at ACL 2025 @aclmeetings.bsky.social this year! 🚀
📆 July 27th-August 1st, 2025
📍 Vienna, Austria

Papers in thread:👇
June 20, 2025 at 4:38 PM
Accepted paper at Workshop WExIR25 - SIGIR 2025 🎉

"Understanding Matching Mechanisms in Cross-Encoders"
by Mathias Vast, Basile Van Cooten, Laure Soulier, @bpiwowar.bsky.social
This work was conducted in collaboration with Sinequa by ChapsVision!
📍Let's meet in Padova, Italy, on 17th of July 2025!
June 13, 2025 at 12:40 PM
Accepted paper at PFIA-CAp 🎉

"Ensemble et Fusion d'Agents RL pour la Robustesse aux Attaques Adverses"
by @lucas-schott.bsky.social‬, Elies Gherbi, Hatem Hajri, Sylvain Lamprier
The conference will be in Dijon, France 30th June - 4th July.

➡️ hal.science/hal-05071249
Ensemble et Fusion d'Agents RL pour la Robustesse aux Attaques Adverses
L'Apprentissage par Renforcement Profond (RL) permet d'entraîner des agents autonomes à prendre des décisions dans des environnements complexes, mais reste sensible aux variations et perturbations des...
hal.science
June 13, 2025 at 12:24 PM
📢 🎉 The team has one paper accepted to #MTsummit2025!
"Investigating Length Issues in Document-level Machine Translation" by @ziqianpeng.bsky.social, @rachelbawden.bsky.social and @yvofr.bsky.social in collaboration with @inriaparisnlp.bsky.social
📍 Geneva | 🗓️ 23-27,June
📕 arxiv.org/abs/2412.17592
Investigating Length Issues in Document-level Machine Translation
Transformer architectures are increasingly effective at processing and generating very long chunks of texts, opening new perspectives for document-level machine translation (MT). In this work, we chal...
arxiv.org
June 10, 2025 at 6:45 PM
📢 🎉 The team will present 6 papers, 3 posters, and 2 workshop papers at #CORIA-TALN2025!
📍 Marseille | 🗓️ June 30 – July 4
Looking forward to seeing you there — come chat with us!
👇 Have a look!
June 10, 2025 at 6:08 PM