2 papers
cs.CL2026
Continuous Language Diffusion as a Decoder-Interface Problem
Zhicheng Du, Lan Ma
Gaussian-corrupted sentence embeddings have no direct linguistic interpretation, yet continuous diffusion language models can generate fluent text from them. We study this puzzle t…
cs.CV2025
MAJORScore: A Novel Metric for Evaluating Multimodal Relevance via Joint Representation
Zhicheng Du, Qingyang Shi, Jiasheng Lu +4
The multimodal relevance metric is usually borrowed from the embedding ability of pretrained contrastive learning models for bimodal data, which is used to evaluate the correlation…