Author

Yafeng Yin

h-index 17 View on Semantic Scholar

We have 2 of 56 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#natural language process... Conference Open access Sep 2026

Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs

This work proposes an inference-time, plug-and-play Self-Contrastive Steering (SCS) method that constructs unconditional general text embeddings and uses them to refine conditional text embeddings, making them more focused on the target condition.

Zi-Feng Cheng, Ling-Yun Qian, Zhi-Wei Jiang et al. · Annual Meeting of the Associ... · 1 citation

Rethinking BCE Loss for Multi-Label Image Recognition with Fine-Tuning

Class-wise Covariance Regularization is proposed, which aligns the predicted covariance structure of class confidences with the semantic correlations encoded in pretrained text embed-dings with the geometric consistency of the class space throughout fine-tuning, resulting in more stable and interpretable confidence dis...

Ao Zhou, Zhi-Wei Jiang, Zi-Feng Cheng et al. · 0 citations