Happy to be at the #XAI World Conference 2025 in Istanbul. I will be presenting our work 📄"EvalxNLP: A Framework for Benchmarking Post-Hoc Explainability Methods on NLP Models" in the poster sessions tomorrow, so feel free to pass by to talk more about the usability of explainability methods!
09.07.2025 21:32 — 👍 0 🔁 0 💬 0 📌 0
In this paper, we show that widely used post-hoc feature attribution methods exhibit significant gender disparity with respect to their faithfulness, robustness, and complexity.
This work was done with Ege Erdogan, @nfel.bsky.social , and Gjergji Kasneci.
Very happy to be at #FAccT2025 in Athens, where I presented our work "Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods"
📄Paper: dl.acm.org/doi/10.1145/...
At #FAccT2025? Let's connect if you're interested in improving the usability of explainability methods!
