2 papers
stat.ML2026
Beyond Looking Up, Try Looking Around: Harmonizing Global Structure and Local Consistency in Optimal Transport for Short Text Clustering
Zhihao Yao, Yuxuan Gu, Jixuan Yin +1
Pseudo-labeling based on Optimal Transport (OT) has become an effective mechanism for enhancing short text clustering. Existing OT methods are short in modeling semantic consistenc…
cs.LG2025
Reliable Pseudo-labeling via Optimal Transport with Attention for Short Text Clustering
Zhihao Yao
Short text clustering has gained significant attention in the data mining community. However, the limited valuable information contained in short texts often leads to low-discrimin…