3 papers
QUEST: A Query and Extraction System for Topics in Asylum Law Application Decisions
Maria Vlachou, Anna Murphy Høgenhaug, Mohammad N. S. Jahromi +4
Legal decisions on asylum applications consist of long, complex, and heterogeneous documents, covering narrative applicant interviews, original decisions, and additional supporting…
LLMs as annotators of credibility assessment in Danish asylum decisions: evaluating classification performance and errors beyond aggregated metrics
Galadrielle Humblot-Renaux, Mohammad N. S. Jahromi, Rohat Bakuri-Jørgensen +7
Off-the-shelf large language models (LLMs) are increasingly used to automate text annotation, yet their effectiveness remains underexplored for underrepresented languages and speci…
SIDU-TXT: An XAI Algorithm for NLP with a Holistic Assessment Approach
Mohammad N. S. Jahromi, Satya. M. Muddamsetty, Asta Sofie Stage Jarlner +3
Explainable AI (XAI) aids in deciphering 'black-box' models. While several methods have been proposed and evaluated primarily in the image domain, the exploration of explainability…