Контрастное самообучение

method ID: contrastiveselftraining

Related Papers

Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractFine-tuned pre-trained language models (LMs) have achieved enormous success in many natural language processing (NLP) tasks, but they still require excessive labeled data in the fine-tuning stage. We study the …...

21789

Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractIn cross-lingual named entity recognition (NER), self-training is commonly used to bridge the linguistic gap by training on pseudo-labeled target-language data. However, due to sub-optimal performance on target languages, the …...

38635