A supervised approach to taxonomy extraction using word embeddings.
Rajdeep SarkarJohn Philip McCraePaul BuitelaarPublished in: LREC (2018)
Keyphrases
- co occurrence
- automatic extraction
- learning algorithm
- dimensionality reduction
- unsupervised learning
- machine learning
- vector space
- n gram
- low dimensional
- translation model
- word recognition
- hierarchical structure
- supervised learning
- information extraction
- data sets
- semi supervised
- document images
- probabilistic model
- feature vectors
- automatically extracted
- word segmentation
- pairwise
- feature selection
- word pairs
- unsupervised methods