GNEG: Graph-Based Negative Sampling for word2vec.
Zheng ZhangPierre ZweigenbaumPublished in: ACL (2) (2018)
Keyphrases
- positive and negative
- co occurrence
- random sampling
- sample size
- sampling strategy
- sampling methods
- semi supervised
- monte carlo
- n gram
- graph model
- word sense disambiguation
- sampling strategies
- word recognition
- linguistic information
- graph based algorithm
- word segmentation
- neural network
- sampling rate
- graph theoretic
- active learning
- pairwise
- keywords
- similarity measure
- information retrieval