Loss-Based Active Learning for Neural Abstractive Summarization

Michail Ioannou, Tatiana Passali, George Michalopoulos +1

Fine-tuning abstractive summarization models requires high-quality annotated data. However, obtaining such corpora is expensive and time-consuming, as it requires human annotators…