Non-Exchangeable Conformal Language Generation with Nearest Neighbors.
Dennis UlmerChrysoula ZervaAndré F. T. MartinsPublished in: CoRR (2024)
Keyphrases
- language generation
- nearest neighbor
- k nearest neighbor
- knn
- nearest neighbor search
- distance function
- training set
- decision boundary
- data points
- high dimensional data
- high dimensional spaces
- high dimensional
- index structure
- geometric algebra
- tensor based morphometry
- nearest neighbor algorithm
- computer vision
- text classification
- multiscale
- training data
- curvature flow
- harmonic maps
- reverse nearest neighbor
- database