How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks.
Stanislaw JastrzebskiDamian LesniakWojciech Marian CzarneckiPublished in: CoRR (2017)
Keyphrases
- data sets
- data collection
- original data
- small number
- experimental data
- data quality
- data analysis
- data points
- database
- statistical analysis
- high dimensional data
- synthetic data
- raw data
- computer systems
- data reduction
- similarity measure
- sensor data
- data mining techniques
- data model
- xml documents
- data structure
- high quality