Word embedding
Continuous embedding of words.
Can we also think of word embedding in cerebral cortex? Huth2016natural explored this idea and Goldstein2020thinking may offer a more concrete connection. Liang2021can is uses Fruit fly brain network to see whether it can learn word embedding. See also Using biological neural network for machine learning. Another attempt to connect word embedding to cognition: Chersoni2021decoding
The impact of token frequency in embedding.
Methods
Articles
- Word Embeddings: Explaining their properties
- Vector Space Models for the Digital Humanities
- 📚The Current Best of Universal Word Embeddings and Sentence Embeddings see also Sentence embedding
Applications
History
Science of science
- Tshitoyan2019unsupervised - Unsupervised word embeddings capture latent knowledge from materials science literature