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cs.CL2026
EURO-5K: When Does Domain Pretraining Matter? Benchmarking Transformers for EU Reporting Obligation Extraction
Marios Koniaris, Vasileios Kotronis, Eugenia Giannini +1
Extracting reporting obligations from EU legislation is critical for assessing and reducing regulatory reporting burden. However, distinguishing reporting requirements from structu…
cs.CL2025
ParliaBench: An Evaluation and Benchmarking Framework for LLM-Generated Parliamentary Speech
Marios Koniaris, Argyro Tsipi, Panayiotis Tsanakas
Parliamentary speech generation presents specific challenges for large language models beyond standard text generation tasks. Unlike general text generation, parliamentary speeches…