Author

E. Barney

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Open access Sep 2026

Mind the Gaps: A Curated Benchmark for Form Field Detection

Form Field Detection (FFD) is a fundamental component of document understanding systems, enabling applications ranging from large-scale industrial digitization to accessible form interaction for automated analysis. Unlike conventional object detection tasks, FFD is inherently challenging because fields are often define...

Iheb Brini, Omar Moured, Hamza Gbada et al. · International Workshop on Do... · 0 citations

#natural language process... Preprint Oct 2026

Author Representation Strategies for Zero-Shot Authorship Attribution: A Comparative Study of LLM-Based and Embedding-Based Approaches

Authorship Attribution (AA) requires capturing fine-grained stylistic characteristics, making it particularly challenging in zero-shot (ZS) settings where no task-specific supervision is available. In this work, we investigate the effect of author representations on ZS AA by evaluating a label-only prompting baseline t...

Nudrat Habib, Tosin P. Adewumi, Sana Al-azzawi et al. · 0 citations