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Nico Wagner

2 accepted papers

2025

EvalAssist: LLM-as-a-Judge Simplified

AAAI 2025technical

We present EvalAssist, a framework that simplifies the LLM- as-a-judge workflow. The system provides an online criteria development environment, where users can interactively build, test, and share custom evaluation criteria in a structured and portable format. A library of LLM based evaluators is m…

Cited by 1SourcePDFScholar
2025

Quantum Doubly Stochastic Transformers

NeurIPS 2025spotlight

At the core of the Transformer, the softmax normalizes the attention matrix to be right stochastic. Previous research has shown that this often de-stabilizes training and that enforcing the attention matrix to be doubly stochastic (through Sinkhorn’s algorithm) consistently improves performance acro…

Cited by 0SourceScholar