Search Results for author: Gunjan Balde

Found 2 papers, 2 papers with code

MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization

1 code implementation7 May 2024 Gunjan Balde, Soumyadeep Roy, Mainack Mondal, Niloy Ganguly

In contrast to existing domain adaptation approaches in summarization, MEDVOC treats vocabulary as an optimizable parameter and optimizes the PLM vocabulary based on fragment score conditioned only on the downstream task's reference summaries.

Domain Adaptation Text Summarization

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