Өзіндік білім дистилляциясы

method ID: selfknowledgedistillation

Related Papers

Self-Knowledge Distillation in Natural Language Processing

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractSince deep learning became a key player in natural language processing (NLP), many deep learning models have been showing remarkable performances in a variety of NLP tasks. Such high performance …...

19765

Noisy Self-Knowledge Distillation for Text Summarization

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractIn this paper we apply self-knowledge distillation to text summarization which we argue can alleviate problems with maximum-likelihood training on single reference and noisy datasets. Instead of relying on one-hot …...

21817