3 papers
cs.CL2026
Faithful Summarisation under Disagreement via Belief-Level Aggregation
Favour Yahdii Aghaebe, Tanefa Apekey, Elizabeth Williams +1
Opinion and multi-document summarisation often involve genuinely conflicting viewpoints, yet many existing approaches, particularly LLM-based systems, implicitly smooth disagreemen…
cs.CL2025
LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis
Favour Yahdii Aghaebe, Tanefa Apekey, Elizabeth Williams +1
Clinical interventions often hinge on age: medications and procedures safe for adults may be harmful to children or ineffective for older adults. However, as language models are in…
cs.LG2025
Property Classification of Vacation Rental Properties during Covid-19
Favour Yahdii Aghaebe, Dustin Foley, Eric Atwell +1
This study advocates for employing clustering techniques to classify vacation rental properties active during the Covid pandemic to identify inherent patterns and behaviours. The d…