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Nils Dycke

@nilsdy.bsky.social
28 followers 211 following 0 posts

PhD Student @ UKP Lab, TU Darmstadt, Germany Part of the InterText Initiative @ UKP: intertext.ukp-lab.de

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Reposted by Nils Dycke
UKP Lab @ukplab.bsky.social · 23/07/2025
🧑‍🔬 Ever wondered what goes through a peer reviewer's mind? Can LLMs actually think like academic reviewers? 𝗦𝗧𝗥𝗜𝗖𝗧𝗔 (Structured Reasoning in Critical Text Assessment) has the answer 🧵 🔗Project: ukplab.github.io/acl2025-stri... 📄 Paper: arxiv.org/pdf/2409.05367 💻 Code: github.com/UKPLab/acl20...
Illustration representing the TRICTA system. The top features a logo with a snake holding a magnifying glass, followed by the word “TRICTA” in large stylized letters. Below, a researcher is shown reading a document with thought bubbles that depict a hidden reasoning process. These bubbles connect to colored nodes representing reasoning steps. Speech boxes illustrate the evaluation process:

"I observe X in the text..."

"Due to X and Y, I think..."

"Overall, the quality..."
The diagram emphasizes the connection between textual observations and final review decisions, with internal reasoning visualized as a directed graph of interconnected thoughts.
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