CopeNLU

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CopeNLU

CopeNLU

@CopeNLU

University of Copenhagen Natural Language Understanding research group, led by @IAugenstein #NLProc #ML #dlearn Funded by @ERC_Research @DFF_raad @VILLUMFONDEN

Copenhagen, Denmark Katılım Şubat 2019
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CopeNLU
CopeNLU@CopeNLU·
CopeNLU had a blast attending @EurIPSConflast last week -- thanks so much to the organisers (Søren Hauberg, @SergeBelongie, @bschoelkopf, Aasa Feragen) for putting this together! Non-scientific highlights were clearly the banquet dinner & the specially brewed EurIPA.
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Isabelle Augenstein
Isabelle Augenstein@IAugenstein·
What are the interaction dynamics between Parametric Knowledge and Context Knowledge in generating longer Natural Language Explanation sequences? Check out our recent preprint investigating this ⤵️ #NLProc #XAI @SKMAINULISLAM11 @atanasovapepa
Sekh (Sk) Mainul Islam@SKMAINULISLAM11

I am excited to share our new preprint answering this question: "Multi-Step Knowledge Interaction Analysis via Rank-2 Subspace Disentanglement" 📄 Paper: arxiv.org/pdf/2511.01706 💻 Code: github.com/copenlu/pk-ck-…

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CopeNLU
CopeNLU@CopeNLU·
🛣️ Our method can be used to study epistemic diversity for any arbitrary topics, downstream tasks, and real-world use cases with open-ended LLM outputs. This allows researchers to answer research questions about which, whose, and how much knowledge LLMs are representing. 9/9
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CopeNLU@CopeNLU·
📏 To measure diversity we use a statistically grounded measure commonly used to measure species diversity in ecology, in order to fairly compare the relative diversity of models in different settings. 8/9
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Pepa Atanasova
Pepa Atanasova@atanasovapepa·
Excited to see @ymwangv first paper accepted at EMNLP 2025! 🥳 Our framework SR-NLE addresses a critical trustworthiness issue -- making LLM explanations reflect their actual reasoning. #EMNLP2025 #XAI #NLP #LLM
Yingming Wang@ymwangv

🚀 Thrilled to share that our paper "Self-Critique and Refinement for Faithful Natural Language Explanations" has been accepted to EMNLP 2025 Main! Big thanks to my amazing advisor, @atanasovapepa, for her guidance and support during this work! arxiv.org/abs/2505.22823

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