Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes

no code implementations • ACL (WOAH) 2021 • Vasiliki Kougia, John Pavlopoulos

The Shared Task on Hateful Memes is a challenge that aims at the detection of hateful content in memes by inviting the implementation of systems that understand memes, potentially by combining image and textual information.

Classification Multi-Label Classification

Diagnostic Captioning: A Survey

no code implementations • 18 Jan 2021 • John Pavlopoulos, Vasiliki Kougia, Ion Androutsopoulos, Dimitris Papamichail

Diagnostic Captioning (DC) concerns the automatic generation of a diagnostic text from a set of medical images of a patient collected during an examination.

Image Captioning

RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams

1 code implementation • 11 Jun 2020 • Vasiliki Kougia, John Pavlopoulos, Panagiotis Papapetrou, Max Gordon

This paper introduces RTEx, a novel methodology for a) ranking radiography exams based on their probability to contain an abnormality, b) generating abnormality tags for abnormal exams, and c) providing a diagnostic explanation in natural language for each abnormal exam.

A Survey on Biomedical Image Captioning

2 code implementations • WS 2019 • Vasiliki Kougia, John Pavlopoulos, Ion Androutsopoulos

Image captioning applied to biomedical images can assist and accelerate the diagnosis process followed by clinicians.

Image Captioning