Non-Exchangeable Conformal Language Generation with Nearest Neighbors.
Dennis UlmerChrysoula ZervaAndré F. T. MartinsPublished in: EACL (Findings) (2024)
Keyphrases
- language generation
- nearest neighbor
- k nearest neighbor
- nearest neighbor search
- knn
- training set
- high dimensional data
- nearest neighbor algorithm
- distance function
- high dimensional
- index structure
- data points
- higher dimensional
- conformal mapping
- decision boundary
- high dimensional spaces
- locality sensitive hashing
- geometric algebra
- tensor based morphometry
- data sets
- nearest neighbor rule
- multi class
- computer vision
- learning algorithm