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Gonçalo Simões

2 accepted papers

2022

A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation

ACL 2022long

We propose Composition Sampling, a simple but effective method to generate diverse outputs for conditional generation of higher quality compared to previous stochastic decoding strategies. It builds on recently proposed plan-based neural generation models (FROST, Narayan et al, 2021) that are traine…

2022

Data Augmentation for Low-Resource Dialogue Summarization

NAACL 2022findings

We present DADS, a novel Data Augmentation technique for low-resource Dialogue Summarization. Our method generates synthetic examples by replacing sections of text from both the input dialogue and summary while preserving the augmented summary to correspond to a viable summary for the augmented dial…

Cited by 18SourcePDFScholar