3 papers
cs.CL2024
An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them
Creston Brooks, Johannes Haubold, Charlie Cowen-Breen +5
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 bec…
cs.LG2024
Towards Probabilistically-Sound Beam Search with Masked Language Models
Creston Brooks, Robert Calef, Charlie Cowen-Breen +1
Beam search with masked language models (MLMs) is challenging in part because joint probability distributions over sequences are not readily available, unlike for autoregressive mo…
cs.CL2023
Logion: Machine Learning for Greek Philology
Charlie Cowen-Breen, Creston Brooks, Johannes Haubold +1
This paper presents machine-learning methods to address various problems in Greek philology. After training a BERT model on the largest premodern Greek dataset used for this purpos…