Fully finetuned T5 and BERT2BERT models match or beat prompt-adapted LLMs up to 70B parameters on radiology report structuring, at less than 1% of the inference cost.
Do not add or extrapolate information beyond what is found in the original report
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Structuring Radiology Reports: Challenging LLMs with Lightweight Models
Fully finetuned T5 and BERT2BERT models match or beat prompt-adapted LLMs up to 70B parameters on radiology report structuring, at less than 1% of the inference cost.