https://www.isir.upmc.fr/equipes/mlia/
by Loïck Chambon (loickch.github.io), @paulcouairon.bsky.social, @eloizablocki.bsky.social, @alexandreboulch.bsky.social, @nicolasthome.bsky.social, @matthieucord.bsky.social
Collab with @mlia-isir.bsky.social
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
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
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 ⬇️
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 ⬇️
Thanks a lot for this interesting talk!
Thanks a lot for this interesting talk!
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 ⬇️
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 ⬇️
⚛️ 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
⚛️ 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
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 ⬇️
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 ⬇️
@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 ⬇️
@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 ⬇️
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 ⬇️
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 ⬇️
🗓️ 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
🗓️ 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
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"
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"
➡️"ELIXIR: Efficient and LIghtweight model for eXplaIning Recommendations"
📆 EARL Workshop
➡️"ELIXIR: Efficient and LIghtweight model for eXplaIning Recommendations"
📆 EARL Workshop
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
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
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 ⬇️
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 ⬇️
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 ⬇️
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 ⬇️
📆 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 .
📆 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 .
📆 July 27th-August 1st, 2025
📍 Vienna, Austria
Papers in thread:👇
📆 July 27th-August 1st, 2025
📍 Vienna, Austria
Papers in thread:👇
"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!
"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!
"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"
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
"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" 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
📍 Marseille | 🗓️ June 30 – July 4
Looking forward to seeing you there — come chat with us!
👇 Have a look!
📍 Marseille | 🗓️ June 30 – July 4
Looking forward to seeing you there — come chat with us!
👇 Have a look!