Happy to be at the #XAI World Conference 2025 in Istanbul. I will be presenting our work π"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 β π 0 π 0 π¬ 0 π 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.
26.06.2025 05:25 β π 1 π 0 π¬ 0 π 0
Very happy to be at #FAccT2025 in Athens, where I presented our work "Gender Bias in Explainability: Investigating Performance Disparity in Post-hoc Methods"
πPaper: dl.acm.org/doi/10.1145/...
At #FAccT2025? Let's connect if you're interested in improving the usability of explainability methods!
26.06.2025 05:25 β π 9 π 1 π¬ 1 π 0
Research group leader at LMU Munich and MCML on ML, NLP & HCI. Also experimenting with lemonade that glows in the dark π₯€ (he/him)
Professor for Natural Language Processing @uniwuerzburg
Second-year PhD student at XplaiNLP group @TU Berlin: interpretability & explainability
Website: https://qiaw99.github.io
#NLP Postdoc at Mila - Quebec AI Institute & McGill University
mariusmosbach.com
Organized and sponsored by SIGLEX, the Special Interest Group of the ACL, *SEM brings together researchers interested in the semantics of natural languages and its computational modeling.
*SEM 2025: https://starsem2025.github.io
Widening NLP (WiNLP) aims to elevate underrepresented voices in #NLProc. We care about #diversity and #inclusion. #EMNLP2025
Professor for AI at Hasso Plattner Institute and University of Potsdam
Berlin (prev. Rutgers NJ USA, Tsinghua Beijing, Berkeley)
http://gerard.demelo.org
Postdoc at βͺMila & McGill University π¨π¦ with a PhD in NLP from the University of Edinburgh π΄σ §σ ’σ ³σ £σ ΄σ Ώ interpretability x memorisation x (non-)compositionality. she/her π©βπ» π³π±
The 2025 Conference on Language Modeling will take place at the Palais des Congrès in Montreal, Canada from October 7-10, 2025
Assistant Prof of CS at the University of Waterloo, Faculty and Canada CIFAR AI Chair at the Vector Institute. Joining NYU Courant in September 2026. Co-EiC of TMLR. My group is The Salon. Privacy, robustness, machine learning.
http://www.gautamkamath.com
Machine Learning and Security,
Professor of Computer Science at TU Berlin,
Software researcher at https://cispa.de, working on #Fandango, #S3, #FuzzingBook, #DebuggingBook. Testing, debugging, analyzing, and protecting software for a better world. Find me at https://andreas-zeller.info/
The CISPA Helmholtz Center for Information Security is a German national Big Science Institution within the Helmholtz Association. We research information security in all its facets.
https://cispa.de/en/data-privacy-policy-social-media#Netiquette
Deutschlands grΓΆΓte Wissenschaftsorganisation
Webseite: https://www.helmholtz.de
Mastodon: https://helmholtz.social/@helmholtz
Impressum: https://www.helmholtz.de/socialmedia
Postdoc at @Stanford, @StanfordCISAC, Stanford Center for AI Safety, and the SERI program | Focusing on interpretable, safe, and ethical AI decision-making.
Computer Science -- Robotics (cs.RO)
source: export.arxiv.org/rss/cs.RO
maintainer: @tmaehara.bsky.social
ML/AI Robustness in Health @MIT
Postdoc in Gryn'ova group @ UoB | UMN Chem PhD 2024 | AI and machine learning in chemistry
PhD Student in AI for Society at University of Pisa
Responsible NLP; XAI; Fairness; Abusive Language
Member of Privacy Network
she, her
martamarchiori.github.io
information science professor (tech ethics + internet stuff)
kind of a content creator (elsewhere also @professorcasey)
though not influencing anyone to do anything except maybe learn things
she/her
more: casey.prof
