💻 computer science
QSGT: Quantum-Inspired Sparse Gated Transformer for Faithful Multi-modal Radiology Report Summarization
The paper introduces QSGT, a quantum-inspired hybrid model combining token pruning and mixture of experts with clinical regularization terms to significantly improve the entity-level faithfulness and clinical accuracy of multi-modal radiology report summarization, outperforming state-of-the-art methods on the MIMIC-CXR dataset.
Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer
Drowning in papers in your field?
Get daily digests of the most novel papers matching your research keywords — with technical summaries, in your language.