HNCSE reports 2-point average STS gains over SimCSE using positive mixing and hard-negative mixing, but the method is under-specified and unverified.
Representation learning using multi-task deep neural networks for semantic classification and information retrieval
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2024 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives
HNCSE reports 2-point average STS gains over SimCSE using positive mixing and hard-negative mixing, but the method is under-specified and unverified.