2 papers
cs.CL2025
Are Humans as Brittle as Large Language Models?
Jiahui Li, Sean Papay, Roman Klinger
The output of large language models (LLMs) is unstable, due both to non-determinism of the decoding process as well as to prompt brittleness. While the intrinsic non-determinism of…
cs.LG2024
Regular-pattern-sensitive CRFs for Distant Label Interactions
Sean Papay, Roman Klinger, Sebastian Pado
While LLMs have grown popular in sequence labeling, linear-chain conditional random fields (CRFs) remain a popular alternative with the ability to directly model interactions betwe…