16 citations · 20 across the 24 of their papers we have counts for
4 papers · 1 filter
Multi-Step Knowledge Interaction Analysis via Rank-2 Subspace Disentanglement
Sekh Mainul Islam, Pepa Atanasova, Isabelle Augenstein
Natural Language Explanations (NLEs) describe how Large Language Models (LLMs) make decisions by drawing on external Context Knowledge (CK) and Parametric Knowledge (PK). Understan…
Evaluation Framework for Highlight Explanations of Context Utilisation in Language Models
Jingyi Sun, Pepa Atanasova, Sagnik Ray Choudhury +2
Context utilisation, the ability of Language Models (LMs) to incorporate relevant information from the provided context when generating responses, remains largely opaque to users,…
Self-Critique and Refinement for Faithful Natural Language Explanations
Yingming Wang, Pepa Atanasova
With the rapid development of Large Language Models (LLMs), Natural Language Explanations (NLEs) have become increasingly important for understanding model predictions. However, th…
Local Differences, Global Lessons: Insights from Organisation Policies for International Legislation
Lucie-Aimée Kaffee, Pepa Atanasova, Anna Rogers
The rapid adoption of AI across diverse domains has led to the development of organisational guidelines that vary significantly, even within the same sector. This paper examines AI…