Today, with @antoninpoche.bsky.social, we had the pleasure of presenting a tutorial at @facct.bsky.social on how explainability can be used as a practical tool for fairness analysis. 1/4

Pleasently surprised to see our blog post trending on HuggingFace 🤗 Well, @fannyjrd.bsky.social did a great job! 🚀 If you missed it, check it out: huggingface.co/blog/Fannyjr... It's a didactic presentation of our new library: 🪄 Interpreto: github.com/FOR-sight-ai...

🎉 I’m thrilled to announce the release of Interpreto: a user-friendly, open-source toolbox to make NLP model interpretability accessible, practical, and rigorous. github.com/FOR-sight-ai... 🧵1/5

📦You can find the library on GitHub: github.com/FOR-sight-ai... 📚Access the documentation: for-sight-ai.github.io/interpreto/ ⏬Download with pip: `uv pip install interpreto` 📰Look at our paper: arxiv.org/abs/2512.097... 🤗 Check our Huggingface blog post: huggingface.co/blog/Fannyjr... 8/8

GitHub - FOR-sight-ai/interpreto: 🪄 Interpreto is an interpretability toolbox for LLMs

🪄 Interpreto is an interpretability toolbox for LLMs - FOR-sight-ai/interpreto

github.com

🔥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)

📢 Life update: I’m now a visiting researcher at @mila-quebec.bsky.social and @etsmtl.bsky.social in Montréal for the next year and a half! 🍁✨

Recent work had me go off on a tangent mapping the governance structure for clinical decision support systems operating in the European single market. Here's more info: danadria.com/posts/2025/0...

🔥ConSim has been accepted to the #ACL2025 main conference! 🙏 Thanks again to my amazing co-authors: @alon_jacovi, Agustin Picard, @VictorBoutin, and @Fannyjrd_. Work done in DEEL and FOR from IRT St Exupéry and @ANITI_Toulouse. See you in Vienna 📅 For more information, check out my last post:

Antonin Poché@antoninpoche.bsky.social · 2y ago

🚀 Thrilled to share our new paper (the first of my PhD)! How can we compare concept-based #XAI methods in #NLProc? ConSim (arxiv.org/abs/2501.05855) provides the answer. Read the thread to find out which method is the most interpretable! 🧵1/7

🥳Our paper “FairTranslate: An English-French Dataset for Gender Bias Evaluation in Machine Translation by Overcoming Gender Binarity” (arxiv.org/abs/2504.15941) was accepted at #FAccT2025! This 🧵 covers our new dataset and what it reveals about persistent bias in LLMs. 👇 1/11

FairTranslate: An English-French Dataset for Gender Bias Evaluation in Machine Translation by Overcoming Gender Binarity

Large Language Models (LLMs) are increasingly leveraged for translation tasks but often fall short when translating inclusive language -- such as texts containing the singular 'they' pronoun or otherw...

arxiv.org

An assembly of 18 European companies, labs, and universities have banded together to launch 🇪🇺 EuroBERT! It's a state-of-the-art multilingual encoder for 15 European languages, designed to be finetuned for retrieval, classification, etc. Details in 🧵

An incredible collaboration is on the way… and it will soon give birth to an exciting new toolbox! But no spoilers for now. Stay tuned! 🧐

Gabriele Sarti@gsarti.com · 2y ago

Finally in Toulouse 🇫🇷 where I'll collaborate with @fannyjrd.bsky.social @antoninpoche.bsky.social and the DEEL/FOR teams at IRT & ANITI on an exciting interpretability project. Stay tuned! 🔍

🚨 New #XAI paper alert! With the amazing @antoninpoche.bsky.social, Alon Jacovi, Agustin Picard, and @victorboutin.bsky.social we’ve developed a framework to evaluate concept-based explanations in #NLP ! 📊 So proud of my first PhD student's first paper 🥹

Antonin Poché@antoninpoche.bsky.social · 2y ago

🚀 Thrilled to share our new paper (the first of my PhD)! How can we compare concept-based #XAI methods in #NLProc? ConSim (arxiv.org/abs/2501.05855) provides the answer. Read the thread to find out which method is the most interpretable! 🧵1/7

🚀 Thrilled to share our new paper (the first of my PhD)! How can we compare concept-based #XAI methods in #NLProc? ConSim (arxiv.org/abs/2501.05855) provides the answer. Read the thread to find out which method is the most interpretable! 🧵1/7

if you went to college 1. what was your career goal when you started? 2. your initial major? 3. if you changed majors, what did you change to? 4. what do you do now, professionally? 1. Researcher in fundamental mathematics 2. Fundamental mathematics 3. Applied mathematics 4. AI/NLP researcher

Naomi Saphra@nsaphra.bsky.social · 2y ago

if you went to college 1. what was your career goal when you started? 2. your initial major? 3. if you changed majors, what did you change to? 4. what do you do now, professionally? 1. AI+NLP researcher 2. CS 3. CS 4. AI+NLP researcher I prefer never to reevaluate my decisions thanks.

Super happy to co-supervising the PhD of someone as brillant as @antoninpoche.bsky.social ! 🥰 You should definitely follow him, an exciting #XAI paper is coming soon. 👀

Antonin Poché@antoninpoche.bsky.social · 2y ago

🤩 Thrilled to announce that I've started my PhD in #XAI for #NLProc under the supervision of Pr. Nicholas Asher, @philmuller.bsky.social, and @fannyjrd.bsky.social! My project? Improve the transparency of LLMs through interactive explanations and user-tailored explanations. 🚀

🤩 Thrilled to announce that I've started my PhD in #XAI for #NLProc under the supervision of Pr. Nicholas Asher, @philmuller.bsky.social, and @fannyjrd.bsky.social! My project? Improve the transparency of LLMs through interactive explanations and user-tailored explanations. 🚀

Struggling to find a PhD in Computer Science in the US? Think about Europe! 🇪🇺 Here's a thread to help you land a PhD in Europe ⤵️

So proud to have given a talk on Explainability for Fairness at the prestigious Henri Poincaré Institute in Paris during the Mathematical Statistics Day. Thank you @statfr.bsky.social for the invitation! 🙋‍♀️

Some people: wow ChatGPT is so dumb, he didn't get that subtle English joke. Me as a non-native english: 🫠

Happy New Year 1³+2³+3³+4³+5³+6³+7³+8³+9³ (=2025) to all 😋

My number 1 goal for 2025 is to stop crying when one of my papers is rejected by a conference 🙃

What a year 2024 has been! 😍 Here are the achievements I'm most proud of ⤵️ 🗣 Became a finalist in the MT180 (🇨🇵 version of 3MT) competition 🎓 Defended my PhD thesis on CS 🚅 Embarked on a 2-month road trip across Europe 👩‍💻 Landed a permanent research position 👩‍🏫 Started supervising my first PhD student

Announcement #1: our call for papers is up! 🎉 colmweb.org/cfp.html And excited to announce the COLM 2025 program chairs @yoavartzi.com @eunsol.bsky.social @ranjaykrishna.bsky.social and @adtraghunathan.bsky.social

For those submitting a paper to FAccT or for organizers: the papers are in single-column format again? I thought that had changed since last year?

all i want for xmas is a way to visualize text that’s not a word cloud

👩‍🎓👨‍🎓 Internship offers (1st step to PhD program) in my group: team.inria.fr/soda/job-off... Topics: ◼ Health AI & causality, accounting for censoring (for people who love health impact) ◼ Foundation models for tabular learning (for people into bigger models) Come work with us!

For those who were at EMNLP, has next year's location been announced? 👀

mech interp: bsky.app/starter-pack... women in nlp: bsky.app/starter-pack... nlp #1: bsky.app/starter-pack... nlp #2: bsky.app/starter-pack... ml/data/tech: bsky.app/starter-pack... robotics & ai: bsky.app/starter-pack...

Since the starter pack only allow for 150 places, I figure it'll be nice to create some specific ones 🤗 I've put a few women in NLP but please let me know if you're in, I'll add you 🫶 go.bsky.app/FCQ134m

Hey all! I started a second starter pack with people who didn't make the first one, please let me know if you'd like to be added: go.bsky.app/JgneRQk