ba휌tti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy.
Alkis KoudounasFlavio GiobergiaIrene BenedettoSimone MonacoLuca CaglieroDaniele ApilettiElena BaralisPublished in: EVALITA (2023)
Keyphrases
- social media
- prediction accuracy
- automatic classification
- feature extraction
- pattern recognition
- pattern classification
- artificial neural networks
- classification accuracy
- class labels
- support vector machine svm
- model selection
- image classification
- decision rules
- feature vectors
- classification scheme
- classification systems
- neural networks and support vector machines
- svm classifier
- classification process
- feature selection
- benchmark datasets
- supervised learning
- text classification
- feature set
- classification algorithm
- prediction model
- knn
- preprocessing
- support vector
- multi layer perceptron
- decision trees
- radial basis function network
- target variable
- machine learning
- nearest neighbour algorithm