Hubertopic: Enhancing Semantic Representation of Hubert Through Self-Supervision Utilizing Topic Model.
Takashi MaekakuJiatong ShiXuankai ChangYuya FujitaShinji WatanabePublished in: ICASSP (2024)
Keyphrases
- semantic representation
- topic models
- latent dirichlet allocation
- natural language
- topic modeling
- conceptual graphs
- text mining
- text documents
- co occurrence
- latent topics
- latent variables
- semantic representations
- generative model
- probabilistic model
- active learning
- baseline models
- microblog posts
- word pairs
- latent topic model
- probabilistic topic models
- text categorization
- multi view
- expert systems
- search engine
- information retrieval