Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks.
Wataru HashimotoHidetaka KamigaitoTaro WatanabePublished in: CoRR (2024)
Keyphrases
- nearest neighbor
- natural language processing
- machine learning
- natural language
- high dimensional data
- k nearest neighbor
- data points
- knowledge representation
- knn
- information extraction
- decision theory
- machine translation
- tasks in natural language processing
- nearest neighbor search
- multi task
- free text
- named entities
- cost effective
- question answering
- probability distribution
- decision trees