Author

Christos Georgakilas

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#natural language process... Open access Sep 2026

ICDAR2026 Competition on Multimodal Reasoning over Documents in Multiple Domains

The results show that the strongest systems move beyond single-pass prompting and instead rely on structured evidence extraction, retrieval, verification, and orchestration across multiple components.

Artemis Llabrés, Marc Serra Ortega, Tomàs Ockier et al. · Lecture Notes in Computer Sc... · 1 citation

Jul 2026

Rethinking Expert Training for Model Merging with Prompt Learning

Dual-Tuned Experts (DTEs), a two-stage training strategy that first learns prompts and then fine-tunes the vision encoder, is introduced, a two-stage training strategy that reduces the magnitude of task-specific parameter updates and produces experts with higher merge compatibility.

Christos Georgakilas, Aniello Panariello, Samir El Karrat Moreno et al. · arXiv.org · 0 citations