Beyond Binary Classification: A Fine-Grained Safety Dataset for Large Language Models.
Jia YuLong LiZhenzhong LanPublished in: IEEE Access (2024)
Keyphrases
- fine grained
- language model
- binary classification
- multi class
- coarse grained
- language modeling
- support vector
- cost sensitive
- learning problems
- probabilistic model
- multi label
- information retrieval
- document retrieval
- generalization error
- support vector machine
- n gram
- query expansion
- access control
- test collection
- retrieval model
- ensemble methods
- prediction accuracy
- learning algorithm
- query terms
- cross validation
- vector space model
- class imbalance
- machine learning
- kernel methods
- benchmark datasets
- search engine