PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding.
Jinman ZhaoShawn ZhongXiaomin ZhangYingyu LiangPublished in: EMNLP (Findings) (2020)
Keyphrases
- generative model
- probabilistic model
- bag of words
- bayesian networks
- posterior probability
- sparck jones
- word sense disambiguation
- data sets
- co occurrence
- n gram
- neural network
- image classification
- information theoretic
- feature space
- uncertain data
- natural language text
- probability theory
- word recognition
- multi instance
- linguistic information
- data embedding
- single instance