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Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis.
Yuxin Xiao
Paul Pu Liang
Umang Bhatt
Willie Neiswanger
Ruslan Salakhutdinov
Louis-Philippe Morency
Published in:
EMNLP (Findings) (2022)
Keyphrases
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empirical analysis
language model
pre trained
language modeling
theoretical analysis
n gram
document retrieval
probabilistic model
empirical studies
query expansion
speech recognition
statistical language models
retrieval model
information retrieval
language modelling
smoothing methods
training data
test collection
training examples
language models for information retrieval
relevance model
control signals
uncertain data
neural network
multi modal
small number
statistical language modeling