Author

Gerasimos Spanakis

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#natural language process... Review Aug 2026

ChildSafeAds Shared Task 2026: Commercial Content in Child-Facing YouTube Videos

Across four system papers, the linked promotional page mainly helped identify what was being sold and added little to compliance-risk classification, which exposed sensitivity to rare labels, advertiser overlap across splits and substantial variation in the ST3 labels.

Thales Bertaglia, Catalina Goanta, Gerasimos Spanakis et al. · 0 citations

#natural language process... Preprint Sep 2026

Align, Integrate, and Fire: Efficient Token-Level Alignment for Zero-Shot SpeechLLMs

Aligned Continuous Integrate-and-Fire, a highly efficient framework for zero-shot speech processing that dynamically compresses continuous acoustic frames into the exact discrete token length of the target text utilizing explicit Dynamic Time Warping alignments is introduced.

Abderrahmane Issam, Yusuf Can Semerci, Jan Scholtes et al. · 0 citations