On the Dimensionality of Sentence Embeddings.
Hongwei WangHongming ZhangDong YuPublished in: EMNLP (Findings) (2023)
Keyphrases
- dimensionality reduction
- high dimensional
- natural language
- low dimensional
- vector space
- high dimensionality
- intrinsic dimensionality
- manifold learning
- sentence level
- high dimensional data
- feature space
- lower dimensional
- discourse structure
- feature extraction
- information retrieval
- language model
- data points
- euclidean space
- syntactic analysis
- automatic summarization
- data sets
- syntactic categories
- syntactic structures
- linguistic features
- part of speech
- semantic analysis
- euclidean distance
- machine learning