Pasan Dissanayake

PhD student, University of Maryland, College Park

1 paper at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Few-Shot Knowledge Distillation of LLMs With Counterfactual Explanations

#2711 · Faisal Hamman, Pasan Dissanayake, Yanjun Fu, Sanghamitra Dutta

This paper introduces a few-shot task-aware knowledge distillation method that leverages counterfactual explanations to improve model performance with fewer data samples.