AINeutralarXiv – CS AI · Apr 64/10
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Reliability Gated Multi-Teacher Distillation for Low Resource Abstractive Summarization
Researchers developed EWAD and CPDP techniques for improving multi-teacher knowledge distillation in low-resource abstractive summarization tasks. The study across Bangla and cross-lingual datasets shows logit-level knowledge distillation provides most reliable gains, while complex distillation improves short summaries but degrades longer outputs.