Showing cs.CLShow all
2 papers · 1 filter
cs.CL2025
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…
cs.CL2021
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations
Sk Mainul Islam, Sourangshu Bhattacharya
Aspect level sentiment classification (ALSC) is a difficult problem with state-of-the-art models showing less than 80% macro-F1 score on benchmark datasets. Existing models do not…