Mela at ArAIEval Shared Task: Propagandistic Techniques Detection in Arabic with a Multilingual Approach (2024 · 2 citations)
The paper describes a system for Task 1 of the ArAIEval 2024 shared task. The task asks a system to find which propaganda techniques (out of 23) appear in Arabic tweets and news text and to mark the exact character spans where they occur. The authors treat this as multi-label token tagging. Each subword token gets an…
UOM-Constrained IWSLT 2024 Shared Task Submission - Maltese Speech Translation (2024 · 2 citations)
This paper describes the University of Malta's entry to the constrained low-resource track of IWSLT 2024. The task was Maltese-to-English speech translation using only a small, fixed amount of training data. The team built a three-stage cascade:
SpeechLM for Automatic Speech Recognition in Low-resource Languages (2026)
The authors ask whether a general-purpose, instruction-tuned speech language model can be adapted into a supervised ASR system for two under-resourced languages, Basque and Maltese.

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Updated 1 November 2026