Instruction fine-tuning based on Llama2-7b for news topic classification.
Hong XuYulong XiaQi ZuPublished in: ICBAR (2023)
Keyphrases
- fine tuning
- news articles
- automatic classification
- support vector machine
- decision trees
- classification accuracy
- feature vectors
- training set
- image classification
- news stories
- pattern recognition
- news items
- learning perl
- classification models
- viable alternative
- support vector machine svm
- database
- text classification
- social media
- data model
- support vector
- feature selection
- supervised learning
- class labels
- relational databases
- classification scheme
- feature space
- feature extraction
- fine tune
- fine tuned
- topic detection and tracking
- databases