A Little Bit Is Worse Than None: Ranking with Limited Training Data.
Xinyu ZhangAndrew YatesJimmy LinPublished in: SustaiNLP@EMNLP (2020)
Keyphrases
- training data
- ranking algorithm
- web search
- training set
- data sets
- decision trees
- test data
- ranking functions
- supervised learning
- test set
- machine learning
- rank order
- training instances
- ranked list
- learning to rank
- learning algorithm
- information retrieval
- training examples
- classification accuracy
- prior knowledge
- pairwise
- classification models
- training process
- small size