4 papers
PersonaMatrix: A Recipe for Persona-Aware Evaluation of Legal Summarization
Tsz Fung Pang, Maryam Berijanian, Thomas Orth +2
Legal documents are often long, dense, and difficult to comprehend, not only for laypeople but also for legal experts. While automated document summarization has great potential to…
Comparative Analysis of AI Agent Architectures for Entity Relationship Classification
Maryam Berijanian, Kuldeep Singh, Amin Sehati
Entity relationship classification remains a challenging task in information extraction, especially in scenarios with limited labeled data and complex relational structures. In thi…
Soft Measures for Extracting Causal Collective Intelligence
Maryam Berijanian, Spencer Dork, Kuldeep Singh +6
Understanding and modeling collective intelligence is essential for addressing complex social systems. Directed graphs called fuzzy cognitive maps (FCMs) offer a powerful tool for…
A Labeled Array Distance Metric for Measuring Image Segmentation Quality
Maryam Berijanian, Katrina Gensterblum, Doruk Alp Mutlu +3
This work introduces two new distance metrics for comparing labeled arrays, which are common outputs of image segmentation algorithms. Each pixel in an image is assigned a label, w…