Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis.
Yuxin XiaoPaul Pu LiangUmang BhattWillie NeiswangerRuslan SalakhutdinovLouis-Philippe MorencyPublished in: CoRR (2022)
Keyphrases
- empirical analysis
- language model
- pre trained
- language modeling
- n gram
- empirical studies
- theoretical analysis
- document retrieval
- probabilistic model
- speech recognition
- information retrieval
- query expansion
- test collection
- training data
- statistical language models
- training examples
- retrieval model
- language models for information retrieval
- document ranking
- language modelling
- smoothing methods
- control signals
- spoken term detection
- image classification
- small number
- computer vision
- learning algorithm