Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling.
Wenxiang JiaoIrwin KingMichael R. LyuPublished in: CoRR (2019)
Keyphrases
- n gram
- uniform random
- language model
- co occurrence
- positive and negative
- sampled data
- word clouds
- random variables
- spatial distribution
- random sampling
- sparsely sampled
- random samples
- sampling algorithm
- power law
- sentiment classification
- probabilistic model
- word recognition
- word sense disambiguation
- band limited
- probability density function
- speech recognition
- knn
- probability distribution