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cs.CL2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation
Zihao Chen, Hisashi Handa, Miho Ohsaki +1
Several backbone models pre-trained on general domain datasets can encode a sentence into a widely useful embedding. Such sentence embeddings can be further enhanced by domain adap…
cs.CL2023★ 1 cited
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications
Zihao Chen, Hisashi Handa, Kimiaki Shirahama
Contrastive learning is widely used for sentence representation learning. Despite this prevalence, most studies have focused exclusively on English and few concern domain adaptatio…