4 papers
Robust Interpretation of Historical Documents in Knowledge Graphs Through Query Inference and Execution
Sebastià Nicolau, Adrià Molina, Oriol Ramos Terrades +1
The emergence of Large Language Models (LLMs) has redefined how users interact with information in digital environments. However, their widespread and often indiscriminate integrat…
Visual Model Checking: Graph-Based Inference of Visual Routines for Image Retrieval
Adrià Molina, Oriol Ramos Terrades, Josep Lladós
Information retrieval lies at the foundation of the modern digital industry. While natural language search has seen dramatic progress in recent years largely driven by embedding-ba…
The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing
Adrià Molina RodrÃguez, Oriol Ramos Terrades, Josep Lladós
Achieving robustness in recognition systems across diverse domains is crucial for their practical utility. While ample data availability is usually assumed, low-resource languages,…
Structured Analysis and Comparison of Alphabets in Historical Handwritten Ciphers
MartÃn Méndez, Pau Torras, Adrià Molina +3
Historical ciphered manuscripts are documents that were typically used in sensitive communications within military and diplomatic contexts or among members of secret societies. The…