TRAIL is a Sorbonne University joint research lab to study and address challenges linked to a responsible and trustworthy use of AI
Joined January 2022
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🥳 Happy to announce that our work "Understanding prediction discrepancies in classification" has been accepted to Machine Learning and is now available: link.springer.com/article/10…
Also, @XavierRenard will be presenting this work next week at @ECMLPKDD #ExplainableAI
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Why do explanations fail?
In #XAI, many issues may hurt user trust. As current studies often remain ad-hoc, @ClaraZiemann, @thibaultlaugel @detyniecki et al.propose in this work a typology of XAI failures capturing both technical and user-based failures:
arxiv.org/abs/2405.13474
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TRAIL - Trustworthy and Responsible AI Lab retweeted
9 May 2024
Attending #ICLR2024 ? Join @GrariVincent and I this afternoon at 4:30pm for our poster session!
In our work, we propose a new method, ROAD, to build models that are not only fair globally, but locally as well!
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🚨🚨 2 NEW OPEN POSITIONS (#PhD Student) 🚨🚨
We are looking for our next batch of PhD students to advance research on #LLM!
1) Trustworthy LLM with Natural Language Instructions ⚖
2) Evaluation of Reasoning in LLM 🧠
More info: trail.lip6.fr/category/open-…
Come work with us!
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📢 PhD Defense Announcement 📢
Next Tuesday afternoon, @AdulamJeyasothy will be defending her PhD "Generating personalized post-hoc explanations" at @LIP6_lab!
You would like to attend? Send us a DM to have the information.
#XAI #ResponsibleAI
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TRAIL - Trustworthy and Responsible AI Lab retweeted
18 Jan 2024
🥳🥳🥳Our work on algorithmic fairness generalization has been accepted to #ICLR2024! @trail_lab
Written with @GrariVincent @tatsu_hashimoto @SLamprier @detyniecki during my visiting stay @CodeXStanford ❤️
Paper: arxiv.org/abs/2310.18413
Some details below 👇
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📢The next TRAIL seminar is on Thursday! Do not forget to register to attend 👇
Exciting TRAIL Seminar announcement! 🚨🚨🚨
On November 16, we'll be welcoming 3 PhD students to hear their different perspectives on #ResponsibleAI
Information and inscription (on-site and virtual) here: trail.lip6.fr/2023/10/23/tra…
Details on each presentation below!👇 (1/4)
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Exciting TRAIL Seminar announcement! 🚨🚨🚨
On November 16, we'll be welcoming 3 PhD students to hear their different perspectives on #ResponsibleAI
Information and inscription (on-site and virtual) here: trail.lip6.fr/2023/10/23/tra…
Details on each presentation below!👇 (1/4)
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(3/4) Milan Bhan is a PhD Student
@LIP6_lab @Sorbonne_Univ_ and @ekimetrics , working on #XAI
In his presentation "Generating textual counterfactual explanations", he will discuss the current state of XAI in #NLP, and introduce new methods to make text models transparent
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(4/4)
Thomas Souverain is a PhD student in #Philosophy @ENS_ULM, working with @DreamQuark and @poleemploi_IDF
In his presentation, he will discuss the alignment between the perceived values of justice and transparency and their implementations in the field of #ResponsibleAI
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Tune-in tomorrow for the ACRAI @UAntwerpen launch event! featuring @XavierRenard with a keynote: "When Responsible AI Research Needs to Meet Reality" #XAI #ResponsibleAI
11 Sep 2023
🚀Launching 𝐀𝐂𝐑𝐀𝐈: Antwerp's hub for Responsible AI! 📅28th Sept. Highlights: 🕔Intro & TRAIL collab 🕠ChatGPT session w/ Prof. Daelemans 🕕Keynote by Mr. Renard @ AXA 🕡Meet the ACRAI team 🕖Reception 📍Antwerp or online. RSVP👉 lnkd.in/eGGnhtiN🚀 #ResponsibleAI
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Save the date for the next TRAIL seminar! 📅
On Oct. 12th, Bilel Benbouzid will present his work (in French) on AI policy. Information and registration: trail.lip6.fr/2023/09/27/tra…
Attendance is possible both on-site and online, pending registration.
#XAI #ResponsibleAI #AIpolicy
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🎉🍾 And that's a wrap! Congratulations to @ClaraZiemann who successfully defended her PhD on Friday @LIP6_lab @Sorbonne_Univ_ in front of a convinced jury @katrien_v @Quecalcoatle @detyniecki Nicolas Labroche and Theodoros Evgeniou! #XAI #ResponsibleAI
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📢🎉 On Friday, @ClaraZiemann will be defending her PhD thesis "Designing and evaluating explanation user interfaces for complex machine learning systems" at @Sorbonne_Univ_ @LIP6_lab !
More information and how to attend: trail.lip6.fr/2023/09/12/phd…
#XAI #ResponsibleAI #phdthesis
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During her thesis (under the supervision of M.-J. Lesot, C. Tijus and @detyniecki), @ClaraZiemann focused on XAI, and how to improve the intelligibility of explanations to help non-expert users understand AI decisions. Interested in learning more? Reach out!
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📢Tune in for the launch event of our partner center ACRAI from @UAntwerpen! Featuring a keynote from our very own @XavierRenard!
Researchers from TRAIL and ACRAI have already been working together for several years. Looking forward to the future of this collaboration! 🤝
11 Sep 2023
🚀Launching 𝐀𝐂𝐑𝐀𝐈: Antwerp's hub for Responsible AI! 📅28th Sept. Highlights: 🕔Intro & TRAIL collab 🕠ChatGPT session w/ Prof. Daelemans 🕕Keynote by Mr. Renard @ AXA 🕡Meet the ACRAI team 🕖Reception 📍Antwerp or online. RSVP👉 lnkd.in/eGGnhtiN🚀 #ResponsibleAI
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📢 This Thursday - 2pm -
@Sorbonne_Univ_ Jussieu campus at @LIP6_lab or online (follow the link)
6th TRAIL Seminar on -Large Language Models like GPT-4/ChatGPT in the practice of law-
by @HarrySurden, Prof. of Law at the Univ. of Colorado
#LLM #LLMs #ResponsibleAI
📢 TRAIL Seminar - June 29th at @ScienceSorbonne and @LIP6_lab
➡️ Talk on Large Language Models & Law
by @HarrySurden, Prof. of Law at the Univ. of Colorado @ColoLaw & Associate Director @CodeXStanford
Details Registration 🔎trail.lip6.fr/2023/06/19/tra…
#LLM #LLMs #ResponsibleAI
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