sl-LSTM: A Bi-Directional LSTM With Stochastic Gradient Descent Optimization for Sequence Labeling Tasks in Big Data.
Nancy VictorDaphne LopezPublished in: Int. J. Grid High Perform. Comput. (2020)
Keyphrases
- sequence labeling
- big data
- bi directional
- stochastic gradient descent
- conditional random fields
- least squares
- step size
- named entity recognition
- loss function
- cloud computing
- structured prediction
- data management
- data analysis
- social media
- support vector machine
- multiple kernel learning
- machine learning
- natural language processing
- text classification
- markov random field
- knowledge discovery
- probabilistic model