A Bibliometric Review of Methods and Algorithms for Generating Corpora for Learning Vector Word Embeddings.
Beibarys SagingaliyevZhuldyzay AitakhunovaAdel ShaimerdenovaIskander AkhmetovAlexander PakAssel JaxylykovaPublished in: MICAI (2) (2022)
Keyphrases
- significant improvement
- learning algorithm
- computational cost
- empirical studies
- benchmark datasets
- learning process
- methods outperform
- learning models
- synthetic and real datasets
- computationally expensive
- automatically learned
- heuristic methods
- bayesian methods
- methods require
- reinforcement learning methods
- vector space
- search methods
- supervised learning
- optimization methods
- information extraction
- computer vision algorithms
- text corpora
- learned models
- learning tasks
- induction algorithms
- word sense disambiguation
- data mining techniques
- co occurrence
- active learning
- data structure
- reinforcement learning