Neural Data Augmentation for Legal Overruling Task: Small Deep Learning Models vs. Large Language Models.
Reshma SheikK. P. Siva SundaraS. Jaya NirmalaPublished in: Neural Process. Lett. (2024)
Keyphrases
- learning models
- language model
- data sets
- language modeling
- learning tasks
- data analysis
- knowledge discovery
- machine learning
- retrieval model
- higher order
- probabilistic model
- training data
- learning algorithm
- supervised learning
- data points
- graphical models
- labeled data
- loss function
- prior knowledge
- learning process
- learning problems