Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings.
Jian ZhuZuoyu TianYadong LiuCong ZhangChia-Wen LoPublished in: EMNLP (Findings) (2022)
Keyphrases
- unsupervised learning
- natural language
- dimensionality reduction
- natural language sentences
- language understanding
- supervised learning
- semi supervised
- natural language understanding
- named entity recognition
- information extraction
- text summarization
- spoken language
- deep learning
- semantic content
- manifold learning
- vector space
- machine learning
- named entities
- semantic analysis
- relation extraction
- semantic interpretation
- dialogue system
- speech recognition
- low dimensional
- semantic representation
- foreign language
- feature space
- language processing
- probabilistic model
- model selection
- expectation maximization
- bayesian networks
- feature extraction
- information retrieval
- data mining
- active learning
- weakly supervised
- noun phrases
- data points
- semantic similarity
- text classification
- question answering