kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning.
Wenting ZhaoYe LiuYao WanYibo WangQingyang WuZhongfen DengJiangshu DuShuaiqi LiuYunlong XuPhilip S. YuPublished in: NAACL-HLT (2024)
Keyphrases
- nearest neighbor
- knn
- k nearest neighbor
- knn classification
- text categorization
- text classification
- learning algorithm
- knn algorithm
- neural network
- classification method
- distance function
- multi class
- data mining
- knn classifier
- learning problems
- high dimensional data
- supervised learning
- vector quantization
- support vector machine svm
- classification algorithm
- natural language
- mutual information
- nearest neighbor search
- locality sensitive hashing
- nearest neighbor algorithm
- high dimensional
- data points