SciRep: A Ranking-Aware Representation Model for Scientific Text
Results demonstrate that the proposed ranking-aware distillation mechanism significantly enhances scientific text representation quality while maintaining efficient inference, offering a more effective contrastive learning method for domain-specific retrieval tasks.
Bing-Hao Fu, Jun Wang
· Applied Sciences · 0 citations