3 papers
cs.CL2025
Adapting LLMs for Minimal-edit Grammatical Error Correction
Ryszard Staruch, Filip Graliński, Daniel Dzienisiewicz
Decoder-only large language models have shown superior performance in the fluency-edit English Grammatical Error Correction, but their adaptation for minimal-edit English GEC is st…
cs.CL2025
LLMzSzŁ: a comprehensive LLM benchmark for Polish
Krzysztof Jassem, Michał Ciesiółka, Filip Graliński +5
This article introduces the first comprehensive benchmark for the Polish language at this scale: LLMzSzŁ (LLMs Behind the School Desk). It is based on a coherent collection of Poli…
cs.CL2024
Oddballness: universal anomaly detection with language models
Filip Graliński, Ryszard Staruch, Krzysztof Jurkiewicz
We present a new method to detect anomalies in texts (in general: in sequences of any data), using language models, in a totally unsupervised manner. The method considers probabili…