2 papers
cs.CL2025
Beyond Line-Level Filtering for the Pretraining Corpora of LLMs
Chanwoo Park, Suyoung Park, Yelim Ahn +3
While traditional line-level filtering techniques, such as line-level deduplication and trailing-punctuation filters, are commonly used, these basic methods can sometimes discard v…
stat.ME2025
A Delayed Acceptance Auxiliary Variable MCMC for Spatial Models with Intractable Likelihood Function
Jong Hyeon Lee, Jongmin Kim, Heesang Lee +1
A large class of spatial models contains intractable normalizing functions, such as spatial lattice models, interaction spatial point processes, and social network models. Bayesian…