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cs.CL2026
ULME: Predictive Coupling for Mutually Reinforcing Embedding and Language Modeling
Yang Liu, Zhiqiang Yuan, Shu-Dong Huang +5
Text embedding and text generation are two of the most useful capabilities of modern large language models, yet they are typically provided by separate specialized models (an embed…
cs.CV2026
Intra-Modal Neighbors Never Lie: Rectifying Inter-Modal Noisy Correspondence via Graph-Based Intra-Modal Reasoning
Yang Liu, Wentao Feng, Shu-Dong Huang +2
Large-scale web-harvested datasets have fueled the progress of cross-modal retrieval but inevitably suffer from noisy correspondence, which severely degrades model generalization.…