🚨 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

At Neurips to present my article : “Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks”! We pit humans vs. regularized Latent Diffusion Models in the one-shot drawing task. Who’s the best sketch master? Come to my poster to know (poster #1600 tomorrow at 4:30pm)🖌️🤖 !

Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks

Humans can effortlessly draw new categories from a single exemplar, a feat that has long posed a challenge for generative models. However, this gap has started to close with recent advances in diffusi...

arxiv.org

I’ll be at @neuripsconf.bsky.social this year, sharing some work on explainability and representations. If you’re attending and want to chat, feel free to reach out !👋