Explaining Prediction Uncertainty of Pre-trained Language Models by Detecting Uncertain Words in Inputs.
Hanjie ChenYangfeng JiPublished in: CoRR (2022)
Keyphrases
- language model
- n gram
- pre trained
- language modeling
- out of vocabulary
- statistical language modeling
- translation model
- multiword
- probabilistic model
- query expansion
- document retrieval
- possibility theory
- language modelling
- retrieval model
- control signals
- test collection
- speech recognition
- statistical language models
- training data
- information retrieval
- word segmentation
- context sensitive
- query terms
- bag of words
- vector space model
- smoothing methods
- training examples
- relevance model
- pseudo relevance feedback
- keywords
- uncertain data
- language models for information retrieval
- neural network
- okapi bm
- machine learning