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Creston Brooks

2 accepted papers

2025

An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them

NAACL 2025findings

As premodern texts are passed down over centuries, errors inevitably accrue. These errors can be challenging to identify, as some have survived undetected for so long precisely because they are so elusive. While prior work has evaluated error detection methods on artificially-generated errors, we in…

2025

Scalable Fingerprinting of Large Language Models

NeurIPS 2025spotlight

Model fingerprinting has emerged as a powerful tool for model owners to identify their shared model given API access. In order to lower false discovery rate, fight fingerprint leakage, and defend against coalitions of model users attempting to bypass detection, we argue that scaling up the number of…

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