STSPL-SSC: Semi-Supervised Few-Shot Short Text Clustering with Semantic text similarity Optimized Pseudo-Labels.
Wenhua NieLin DengChang-Bo LiuJialing WeiRuitong HanHaoran ZhengPublished in: ACL (Findings) (2024)
Keyphrases
- short text
- semi supervised
- short texts
- short text classification
- semantic similarity
- topic detection
- semantic labels
- semantic concepts
- pairwise constraints
- pairwise
- labeled data
- similarity measure
- low level features
- semi supervised learning
- semantic information
- high level
- supervised learning
- visual features
- clustering algorithm
- unsupervised learning
- text classification
- active learning
- training data
- key frames
- wordnet
- co occurrence
- low level
- video sequences
- information retrieval