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apepa.bsky.social
Assistant Professor, University of Copenhagen; interpretability, xAI, factuality, accountability, xAI diagnostics https://apepa.github.io/
11 posts 2,507 followers 552 following
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The CopeNLU group will be giving four paper presentations and one invited talk at #NAACL2025 this week, on topics including explainable AI and cross-cultural #NLProc Schedule + more details ⤵️ #XAI @apepa.bsky.social @rnv.bsky.social @nadavb.bsky.social @frimelle.bsky.social @iaugenstein.bsky.social

submitted 2 days ago • 1 comment

🎓 Fully funded PhD in interpretable NLP at the University of Copenhagen & @aicentre.dk with @iaugenstein.bsky.social and me, @copenlu.bsky.social 📆 Application deadline: 15 May 2025 👀 Reasons to apply: www.copenlu.com/post/why-ucph/ 🔗 Apply here: candidate.hr-manager.net/ApplicationI... #NLProc #XAI

submitted 19 days ago • 0 comments

🚨New pre-print 🚨 News articles often convey different things in text vs. image. Recent work in computational framing analysis has analysed the article text but the corresponding images in those articles have been overlooked. We propose multi-modal framing analysis of news: arxiv.org/abs/2503.20960

submitted 23 days ago • 1 comment

🎉 Our Actionable Interpretability workshop has been accepted to #ICML2025! 🎉 > Follow @actinterp.bsky.social > Website actionable-interpretability.github.io @talhaklay.bsky.social @anja.re @mariusmosbach.bsky.social @sarah-nlp.bsky.social @iftenney.bsky.social Paper submission deadline: May 9th!

submitted 30 days ago • 3 comments

Our work comparing highlight and interactive explanations has been accepted to #NAACL2025! arxiv.org/pdf/2406.15085 Despite being a less explored approach, span interactive explanations outperform other explanation types across multiple dimensions. #XAI #NLProc @copenlu.bsky.social

submitted 72 days ago • 0 comments

Check our new work on making natural language explanations more faithful to a model’s reasoning. We combine GNNs + highlight explanations to improve faithfulness! Read more: arxiv.org/pdf/2412.12318 @copenlu.bsky.social

submitted 72 days ago • 0 comments

📚 How good are language models at utilising contexts in RAG scenarios? We release 🧙🏽‍♀️DRUID to facilitate studies of context usage in real-world scenarios. arxiv.org/abs/2412.17031 w/ @saravera.bsky.social, H.Yu, @rnv.bsky.social, C.Lioma, M.Maistro, @apepa.bsky.social and @iaugenstein.bsky.social ⭐️

submitted 119 days ago • 0 comments

How can explainable AI empower fact-checkers to tackle misinformation? 📰🤖 We interviewed fact-checkers & identified explanation needs & design implications for #NLP, #HCI, and #XAI. Excited to present this work with @iaugenstein.bsky.social & Irina Shklovski at #chi2025! arxiv.org/abs/2502.09083

submitted 75 days ago • 1 comment

📣 Open 3-year Postdoc Position at DIKU, UCPH! Find more information and apply here: di.ku.dk/english/abou... 🗓️ Application deadline is 29 January 2025.

submitted 110 days ago • 0 comments

📢 Open PhD Position in Interpretable Natural Language Processing at the Department of Computer Science, UCPH! 🗓 Application deadline is 15 January 2025. Find more information about the position and apply here 👉 di.ku.dk/english/abou... @apepa.bsky.social @iaugenstein.bsky.social

submitted 112 days ago • 0 comments

Only two weeks⌛️left to apply for this fully funded PhD fellowship in Interpretable NLP at the University of Copenhagen & @aicentre.dk! Don’t miss the chance to explore interpretability for LLMs under my and @iaugenstein.bsky.social's supervision.

submitted 118 days ago • 1 comment

It was a pleasure collaborating with @lovhag.bsky.social on this project and exploring how language models handle different types of context retrieved by actual retrieval systems. We released a dataset 🧙DRUID to facilitate future studies on real-world context usage 🔗 huggingface.co/datasets/cop...

submitted 118 days ago • 0 comments

📢 NAACL reviews have been released! 🆕 feature alert: ARR now has review issue flagging! Thanks @jkkummerfeld.bsky.social & OR team for help with implementation, and other EiCs for supporting the idea! It'll be live after author response. More details here: aclrollingreview.org/authors#step... /1

submitted 159 days ago • 4 comments

🎓 Fully funded PhD Fellowship in Interpretable NLP at the University of Copenhagen & Pioneer Centre for AI available! 📆 Application deadline: 15 Jan 2025 👥 Supervisors: Pepa Atanasova & me 🤝 Reasons to apply: www.copenlu.com/post/why-ucph/ 📝 Apply here: employment.ku.dk/phd/?show=16... #NLProc #XAI

submitted 173 days ago • 0 comments