no code implementations • Findings (NAACL) 2022 • Yongtai Liu, Joshua Maynez, Gonçalo Simões, Shashi Narayan
We present DADS, a novel Data Augmentation technique for low-resource Dialogue Summarization.
1 code implementation • ACL 2022 • Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata
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.
1 code implementation • EMNLP 2020 • Michal Lukasik, Boris Dadachev, Gonçalo Simões, Kishore Papineni
Document and discourse segmentation are two fundamental NLP tasks pertaining to breaking up text into constituents, which are commonly used to help downstream tasks such as information retrieval or text summarization.