Papers by Georgios Moschovis
A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning (2024.findings-acl)
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Panagiotis Kaliosis, John Pavlopoulos, Foivos Charalampakos, Georgios Moschovis, Ion Androutsopoulos
| Challenge: | Diagnostic Captioning (DC) systems receive one or more medical images of a patient, such as X-Rays or Magnetic Resonance Images (MRIs). |
| Approach: | They propose a data-driven guided decoding method that incorporates medical information into the beam search of the diagnostic text generation process. |
| Outcome: | The proposed method improves on two medical datasets and can be used in few- and zero-shot learning scenarios. |